PyText
master
Getting Started
Installation
Train your first model
Execute your first model
Visualize Model Training with TensorBoard
Use PyText models in your app
Serve Models in Production
Config Files Explained
Config Commands
Training More Advanced Models
Train Intent-Slot model on ATIS Dataset
Hierarchical intent and slot filling
Multitask training with disjoint datasets
Data Parallel Distributed Training
XLM-RoBERTa
Semantic parsing with sequence-to-sequence models
Extending PyText
Architecture Overview
Custom Data Format
Custom Tensorizer
Using External Dense Features
Creating A New Model
Hacking PyText
References
pytext
pytext package
PyText
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A
accelerate (pytext.config.pytext_config.ExportConfig attribute)
(pytext.config.pytext_config.PyTextConfig attribute)
accelerator (class in pytext.task.nop_decorator)
accelerator_lstm_inputs() (in module pytext.task.accelerator_lowering)
accelerator_transformerLayers_inputs() (in module pytext.task.accelerator_lowering)
AcceleratorBiLSTM (class in pytext.task.accelerator_lowering)
AcceleratorTransformer (class in pytext.task.accelerator_lowering)
AcceleratorTransformerLayersInternal (class in pytext.task.accelerator_lowering)
ACCURACY (pytext.metric_reporters.classification_metric_reporter.ComparableClassificationMetric attribute)
(pytext.metric_reporters.dense_retrieval_metric_reporter.DenseRetrievalMetricNames attribute)
accuracy (pytext.metrics.ClassificationMetrics attribute)
,
[1]
(pytext.metrics.PairwiseRankingMetrics attribute)
,
[1]
(pytext.metrics.dense_retrieval_metrics.DenseRetrievalMetrics attribute)
,
[1]
ActionField (class in pytext.fields)
(class in pytext.fields.field)
Activation (class in pytext.config.module_config)
AdaBelief (class in pytext.optimizer.adabelief)
Adagrad (class in pytext.optimizer.optimizers)
Adam (class in pytext.optimizer.optimizers)
AdamW (class in pytext.optimizer.optimizers)
AdaptiveRegularizer (class in pytext.loss)
(class in pytext.loss.regularizer)
add() (pytext.config.component.Registry class method)
(pytext.data.utils.VocabBuilder method)
(pytext.utils.timing.Timings method)
add_all() (pytext.data.utils.VocabBuilder method)
add_batch_stats() (pytext.metric_reporters.classification_metric_reporter.ClassificationMetricReporter method)
(pytext.metric_reporters.ClassificationMetricReporter method)
(pytext.metric_reporters.LanguageModelMetricReporter method)
(pytext.metric_reporters.MetricReporter method)
(pytext.metric_reporters.PairwiseRankingMetricReporter method)
(pytext.metric_reporters.SquadMetricReporter method)
(pytext.metric_reporters.disjoint_multitask_metric_reporter.DisjointMultitaskMetricReporter method)
(pytext.metric_reporters.language_model_metric_reporter.LanguageModelMetricReporter method)
(pytext.metric_reporters.language_model_metric_reporter.MaskedLMMetricReporter method)
(pytext.metric_reporters.metric_reporter.MetricReporter method)
(pytext.metric_reporters.pairwise_ranking_metric_reporter.PairwiseRankingMetricReporter method)
(pytext.metric_reporters.seq2seq_metric_reporter.Seq2SeqMetricReporter method)
(pytext.metric_reporters.squad_metric_reporter.SquadMetricReporter method)
add_channel() (pytext.metric_reporters.disjoint_multitask_metric_reporter.DisjointMultitaskMetricReporter method)
(pytext.metric_reporters.MetricReporter method)
(pytext.metric_reporters.metric_reporter.MetricReporter method)
add_feats_numericalize_ops() (in module pytext.utils.mobile_onnx)
(in module pytext.utils.onnx)
add_from_file() (pytext.data.utils.VocabBuilder method)
add_gradients() (pytext.metric_reporters.metric_reporter.MetricReporter method)
(pytext.metric_reporters.MetricReporter method)
add_include() (in module pytext.builtin_task)
add_param_group() (pytext.optimizer.madgrad.MADGRAD method)
(pytext.optimizer.swa.StochasticWeightAveraging method)
add_row_indices() (pytext.data.Data method)
(pytext.data.data.Data method)
add_scalars() (pytext.metric_reporters.channel.TensorBoardChannel method)
add_texts() (pytext.metric_reporters.channel.TensorBoardChannel method)
aggregate_context() (pytext.metric_reporters.language_model_metric_reporter.LanguageModelMetricReporter method)
(pytext.metric_reporters.LanguageModelMetricReporter method)
aggregate_data() (pytext.metric_reporters.metric_reporter.MetricReporter class method)
(pytext.metric_reporters.MetricReporter class method)
aggregate_preds() (pytext.metric_reporters.calibration_metric_reporter.CalibrationMetricReporter method)
(pytext.metric_reporters.CalibrationMetricReporter method)
(pytext.metric_reporters.DenseRetrievalMetricReporter method)
(pytext.metric_reporters.IntentSlotMetricReporter method)
(pytext.metric_reporters.MetricReporter method)
(pytext.metric_reporters.MultiLabelSequenceTaggingMetricReporter method)
(pytext.metric_reporters.SquadMetricReporter method)
(pytext.metric_reporters.dense_retrieval_metric_reporter.DenseRetrievalMetricReporter method)
(pytext.metric_reporters.intent_slot_detection_metric_reporter.IntentSlotMetricReporter method)
(pytext.metric_reporters.metric_reporter.MetricReporter method)
(pytext.metric_reporters.seq2seq_compositional.Seq2SeqCompositionalMetricReporter method)
(pytext.metric_reporters.seq2seq_metric_reporter.Seq2SeqMetricReporter method)
(pytext.metric_reporters.squad_metric_reporter.SquadMetricReporter method)
(pytext.metric_reporters.word_tagging_metric_reporter.MultiLabelSequenceTaggingMetricReporter method)
aggregate_scores() (pytext.metric_reporters.calibration_metric_reporter.CalibrationMetricReporter method)
(pytext.metric_reporters.CalibrationMetricReporter method)
(pytext.metric_reporters.IntentSlotMetricReporter method)
(pytext.metric_reporters.LanguageModelMetricReporter method)
(pytext.metric_reporters.MetricReporter method)
(pytext.metric_reporters.MultiLabelSequenceTaggingMetricReporter method)
(pytext.metric_reporters.SquadMetricReporter method)
(pytext.metric_reporters.intent_slot_detection_metric_reporter.IntentSlotMetricReporter method)
(pytext.metric_reporters.language_model_metric_reporter.LanguageModelMetricReporter method)
(pytext.metric_reporters.metric_reporter.MetricReporter method)
(pytext.metric_reporters.squad_metric_reporter.SquadMetricReporter method)
(pytext.metric_reporters.word_tagging_metric_reporter.MultiLabelSequenceTaggingMetricReporter method)
aggregate_src_tokens() (pytext.metric_reporters.seq2seq_metric_reporter.Seq2SeqMetricReporter method)
aggregate_targets() (pytext.metric_reporters.calibration_metric_reporter.CalibrationMetricReporter method)
(pytext.metric_reporters.CalibrationMetricReporter method)
(pytext.metric_reporters.IntentSlotMetricReporter method)
(pytext.metric_reporters.MetricReporter method)
(pytext.metric_reporters.MultiLabelSequenceTaggingMetricReporter method)
(pytext.metric_reporters.SquadMetricReporter method)
(pytext.metric_reporters.intent_slot_detection_metric_reporter.IntentSlotMetricReporter method)
(pytext.metric_reporters.metric_reporter.MetricReporter method)
(pytext.metric_reporters.seq2seq_compositional.Seq2SeqCompositionalMetricReporter method)
(pytext.metric_reporters.seq2seq_metric_reporter.Seq2SeqMetricReporter method)
(pytext.metric_reporters.squad_metric_reporter.SquadMetricReporter method)
(pytext.metric_reporters.word_tagging_metric_reporter.MultiLabelSequenceTaggingMetricReporter method)
aggregate_tuple_data() (pytext.metric_reporters.MultiLabelSequenceTaggingMetricReporter method)
(pytext.metric_reporters.word_tagging_metric_reporter.MultiLabelSequenceTaggingMetricReporter method)
align_slot_labels() (in module pytext.utils.data)
align_target_label() (in module pytext.data.utils)
align_target_labels() (in module pytext.data.utils)
ALIGNMENT (pytext.common.constants.DFColumn attribute)
AllCalibrationMetrics (class in pytext.metrics.calibration_metrics)
AllConfusions (class in pytext.metrics)
AllMetrics (class in pytext.metrics.intent_slot_metrics)
AlternatingRandomizedBatchSampler (class in pytext.data)
(class in pytext.data.batch_sampler)
ANALYSIS (pytext.optimizer.sparsifiers.sparsifier.State attribute)
Annotation (class in pytext.data.data_structures.annotation)
AnnotationNumberizer (class in pytext.data.tensorizers)
annotations_and_defaults() (pytext.config.pytext_config.ConfigBaseMeta method)
ANSWERS_COLUMN (pytext.metric_reporters.squad_metric_reporter.SquadMetricReporter attribute)
(pytext.metric_reporters.SquadMetricReporter attribute)
append_dialect() (in module pytext.utils.embeddings)
apply_masks() (pytext.optimizer.sparsifiers.sparsifier.L0_projection_sparsifier method)
(pytext.optimizer.sparsifiers.sparsifier.SensitivityAnalysisSparsifier method)
arrange_caffe2_model_inputs() (pytext.models.BaseModel method)
(pytext.models.model.BaseModel method)
arrange_model_context() (pytext.models.BaseModel method)
(pytext.models.disjoint_multitask_model.NewDisjointMultitaskModel method)
(pytext.models.ensembles.EnsembleModel method)
(pytext.models.ensembles.ensemble.EnsembleModel method)
(pytext.models.joint_model.IntentSlotModel method)
(pytext.models.model.BaseModel method)
(pytext.models.word_model.WordTaggingLiteModel method)
(pytext.models.word_model.WordTaggingModel method)
arrange_model_inputs() (pytext.models.BaseModel method)
(pytext.models.TwoTowerClassificationModel method)
(pytext.models.disjoint_multitask_model.NewDisjointMultitaskModel method)
(pytext.models.doc_model.ByteTokensDocumentModel method)
(pytext.models.doc_model.DocModel method)
(pytext.models.doc_model.PersonalizedDocModel method)
(pytext.models.ensembles.EnsembleModel method)
(pytext.models.ensembles.ensemble.EnsembleModel method)
(pytext.models.joint_model.IntentSlotModel method)
(pytext.models.language_models.lmlstm.LMLSTM method)
(pytext.models.masked_lm.MaskedLanguageModel method)
(pytext.models.model.BaseModel method)
(pytext.models.pair_classification_model.PairwiseModel method)
(pytext.models.qna.bert_squad_qa.BertSquadQAModel method)
(pytext.models.qna.dr_qa.DrQAModel method)
(pytext.models.query_document_pairwise_ranking_model.QueryDocPairwiseRankingModel method)
(pytext.models.roberta.RoBERTaWordTaggingModel method)
(pytext.models.semantic_parsers.rnng.rnng_parser.RNNGParser method)
(pytext.models.seq_models.contextual_intent_slot.ContextualIntentSlotModel method)
(pytext.models.seq_models.seq2seq_model.Seq2SeqModel method)
(pytext.models.seq_models.seqnn.SeqNNModel method)
(pytext.models.two_tower_classification_model.TwoTowerClassificationModel method)
(pytext.models.word_model.WordTaggingLiteModel method)
(pytext.models.word_model.WordTaggingModel method)
arrange_targets() (pytext.models.BaseModel method)
(pytext.models.TwoTowerClassificationModel method)
(pytext.models.disjoint_multitask_model.NewDisjointMultitaskModel method)
(pytext.models.doc_model.DocModel method)
(pytext.models.ensembles.EnsembleModel method)
(pytext.models.ensembles.ensemble.EnsembleModel method)
(pytext.models.joint_model.IntentSlotModel method)
(pytext.models.language_models.lmlstm.LMLSTM method)
(pytext.models.masked_lm.MaskedLanguageModel method)
(pytext.models.model.BaseModel method)
(pytext.models.pair_classification_model.PairwiseModel method)
(pytext.models.qna.bert_squad_qa.BertSquadQAModel method)
(pytext.models.qna.dr_qa.DrQAModel method)
(pytext.models.query_document_pairwise_ranking_model.QueryDocPairwiseRankingModel method)
(pytext.models.roberta.RoBERTaWordTaggingModel method)
(pytext.models.semantic_parsers.rnng.rnng_parser.RNNGParser method)
(pytext.models.seq_models.seq2seq_model.Seq2SeqModel method)
(pytext.models.two_tower_classification_model.TwoTowerClassificationModel method)
(pytext.models.word_model.WordTaggingModel method)
ascii_table() (in module pytext.utils.ascii_table)
ascii_table_from_dict() (in module pytext.utils.ascii_table)
assign_id() (pytext.models.seq_models.base.PyTextSeq2SeqModule method)
attach() (pytext.optimizer.privacy_engine.PrivacyEngine method)
attention (pytext.models.representations.bilstm_doc_attention.BiLSTMDocAttention attribute)
(pytext.models.representations.bilstm_slot_attn.BiLSTMSlotAttention attribute)
Attrs (class in pytext.main)
AUCPRHingeLoss (class in pytext.loss)
(class in pytext.loss.loss)
AugmentedLSTM (class in pytext.models.representations.augmented_lstm)
AugmentedLSTMCell (class in pytext.models.representations.augmented_lstm)
AugmentedLSTMUnidirectional (class in pytext.models.representations.augmented_lstm)
auto_resume_from_snapshot (pytext.config.pytext_config.PyTextConfig attribute)
average (pytext.utils.timing.Timings attribute)
average_label_precision (pytext.metrics.MultiLabelSoftClassificationMetrics attribute)
average_label_recall (pytext.metrics.MultiLabelSoftClassificationMetrics attribute)
average_overall_accuracy (pytext.metrics.MultiLabelSoftClassificationMetrics attribute)
average_overall_auc (pytext.metrics.MultiLabelSoftClassificationMetrics attribute)
average_overall_precision (pytext.metrics.MultiLabelSoftClassificationMetrics attribute)
average_overall_recall (pytext.metrics.MultiLabelSoftClassificationMetrics attribute)
average_precision (pytext.metrics.SoftClassificationMetrics attribute)
average_precision_score() (in module pytext.metrics)
average_rank (pytext.metrics.dense_retrieval_metrics.DenseRetrievalMetrics attribute)
,
[1]
average_score_difference (pytext.metrics.PairwiseRankingMetrics attribute)
,
[1]
AVERAGE_TOKEN_LPROB (pytext.models.seq_models.mask_generator.BeamRankingAlgorithm attribute)
avg (pytext.utils.meter.Meter attribute)
(pytext.utils.meter.TimeMeter attribute)
AVG_CONCAT_LAST_4_LAYERS (pytext.models.representations.transformer_sentence_encoder_base.PoolingMethod attribute)
AVG_LAST_LAYER (pytext.models.representations.transformer_sentence_encoder_base.PoolingMethod attribute)
AVG_RANK (pytext.metric_reporters.dense_retrieval_metric_reporter.DenseRetrievalMetricNames attribute)
AVG_SECOND_TO_LAST_LAYER (pytext.models.representations.transformer_sentence_encoder_base.PoolingMethod attribute)
AVG_SUM_LAST_4_LAYERS (pytext.models.representations.transformer_sentence_encoder_base.PoolingMethod attribute)
avg_token_lprob() (in module pytext.models.seq_models.mask_generator)
B
b_label_name (pytext.utils.data.Slot attribute)
B_LABEL_PREFIX (pytext.utils.data.Slot attribute)
backprop() (pytext.trainers.Trainer method)
(pytext.trainers.trainer.Trainer method)
backward() (pytext.optimizer.fairseq_fp16_utils.Fairseq_FP16OptimizerMixin method)
(pytext.optimizer.fairseq_fp16_utils.Fairseq_MemoryEfficientFP16OptimizerMixin method)
(pytext.optimizer.fp16_optimizer.FP16Optimizer method)
(pytext.optimizer.fp16_optimizer.FP16OptimizerApex method)
(pytext.optimizer.optimizers.Optimizer method)
(pytext.utils.loss.LagrangeMultiplier static method)
backward_layers (pytext.models.representations.augmented_lstm.AugmentedLSTM attribute)
BaggingDocEnsembleModel (class in pytext.models.ensembles)
(class in pytext.models.ensembles.bagging_doc_ensemble)
BaggingIntentSlotEnsembleModel (class in pytext.models.ensembles)
(class in pytext.models.ensembles.bagging_intent_slot_ensemble)
BaseBatchSampler (class in pytext.data)
(class in pytext.data.batch_sampler)
BaseModel (class in pytext.models)
(class in pytext.models.model)
BasePairwiseModel (class in pytext.models.pair_classification_model)
batch_context() (pytext.metric_reporters.classification_metric_reporter.ClassificationMetricReporter method)
(pytext.metric_reporters.ClassificationMetricReporter method)
(pytext.metric_reporters.CompositionalMetricReporter method)
(pytext.metric_reporters.DenseRetrievalMetricReporter method)
(pytext.metric_reporters.IntentSlotMetricReporter method)
(pytext.metric_reporters.LanguageModelMetricReporter method)
(pytext.metric_reporters.MetricReporter method)
(pytext.metric_reporters.MultiLabelSequenceTaggingMetricReporter method)
(pytext.metric_reporters.NERMetricReporter method)
(pytext.metric_reporters.SequenceTaggingMetricReporter method)
(pytext.metric_reporters.SquadMetricReporter method)
(pytext.metric_reporters.compositional_metric_reporter.CompositionalMetricReporter method)
(pytext.metric_reporters.dense_retrieval_metric_reporter.DenseRetrievalMetricReporter method)
(pytext.metric_reporters.disjoint_multitask_metric_reporter.DisjointMultitaskMetricReporter method)
(pytext.metric_reporters.intent_slot_detection_metric_reporter.IntentSlotMetricReporter method)
(pytext.metric_reporters.language_model_metric_reporter.LanguageModelMetricReporter method)
(pytext.metric_reporters.metric_reporter.MetricReporter method)
(pytext.metric_reporters.seq2seq_compositional.Seq2SeqCompositionalMetricReporter method)
(pytext.metric_reporters.seq2seq_metric_reporter.Seq2SeqMetricReporter method)
(pytext.metric_reporters.squad_metric_reporter.SquadMetricReporter method)
(pytext.metric_reporters.word_tagging_metric_reporter.MultiLabelSequenceTaggingMetricReporter method)
(pytext.metric_reporters.word_tagging_metric_reporter.NERMetricReporter method)
(pytext.metric_reporters.word_tagging_metric_reporter.SequenceTaggingMetricReporter method)
batch_padding_control (pytext.config.pytext_config.ExportConfig attribute)
(pytext.config.pytext_config.PyTextConfig attribute)
batch_predict() (in module pytext.workflow)
batch_predict_caffe2_model() (in module pytext)
BATCH_SAMPLER (pytext.config.component.ComponentType attribute)
batch_size (pytext.config.pytext_config.LogitsConfig attribute)
batch_size() (pytext.data.tensorizers.TensorizerScriptImpl method)
BatchContext (class in pytext.common.constants)
BatchData (class in pytext.data.data)
Batcher (class in pytext.data)
(class in pytext.data.data)
BATCHER (pytext.config.component.ComponentType attribute)
BatcherSchedulerConfig (class in pytext.data.dynamic_pooling_batcher)
BatcherTest (class in pytext.data.test.data_test)
batches() (pytext.data.Data method)
(pytext.data.DisjointMultitaskData method)
(pytext.data.data.Data method)
(pytext.data.disjoint_multitask_data.DisjointMultitaskData method)
batchify() (pytext.data.AlternatingRandomizedBatchSampler method)
(pytext.data.BaseBatchSampler method)
(pytext.data.Batcher method)
(pytext.data.DynamicPoolingBatcher method)
(pytext.data.EvalBatchSampler method)
(pytext.data.NaturalBatchSampler method)
(pytext.data.PoolingBatcher method)
(pytext.data.RandomizedBatchSampler method)
(pytext.data.RoundRobinBatchSampler method)
(pytext.data.batch_sampler.AlternatingRandomizedBatchSampler method)
(pytext.data.batch_sampler.BaseBatchSampler method)
(pytext.data.batch_sampler.EvalBatchSampler method)
(pytext.data.batch_sampler.NaturalBatchSampler method)
(pytext.data.batch_sampler.RandomizedBatchSampler method)
(pytext.data.batch_sampler.RoundRobinBatchSampler method)
(pytext.data.data.Batcher method)
(pytext.data.data.PoolingBatcher method)
(pytext.data.dynamic_pooling_batcher.DynamicPoolingBatcher method)
BatchIterator (class in pytext.data)
(class in pytext.data.data_handler)
BatchSamplerTest (class in pytext.data.test.batch_sampler_test)
BatchScheduler (class in pytext.optimizer.scheduler)
beam_search_aggregate_topk() (pytext.torchscript.seq2seq.decoder.DecoderBatchedStepEnsemble method)
BeamDecode (class in pytext.torchscript.seq2seq.beam_decode)
BeamRankingAlgorithm (class in pytext.models.seq_models.mask_generator)
BeamSearch (class in pytext.torchscript.seq2seq.beam_search)
BERTContextTensorizerForDenseRetrieval (class in pytext.data.dense_retrieval_tensorizer)
BERTInitialTokenizer (class in pytext.data.tokenizers.tokenizer)
BertPairRegressionTask (class in pytext.task.tasks)
BertPairwiseModel (class in pytext.models.bert_classification_models)
BertPairwiseRegressionModel (class in pytext.models.bert_regression_model)
BertSquadQAModel (class in pytext.models.qna.bert_squad_qa)
BERTTensorizer (class in pytext.data.bert_tensorizer)
BERTTensorizerBase (class in pytext.data.bert_tensorizer)
BERTTensorizerBaseScriptImpl (class in pytext.data.bert_tensorizer)
BERTTensorizerScriptImpl (class in pytext.data.bert_tensorizer)
BERTTensorizerTest (class in pytext.data.test.tensorizers_test)
best_model_metric (pytext.trainers.training_state.TrainingState attribute)
(pytext.trainers.TrainingState attribute)
best_model_state (pytext.trainers.training_state.TrainingState attribute)
(pytext.trainers.TrainingState attribute)
bidirectional (pytext.models.representations.augmented_lstm.AugmentedLSTM.Config attribute)
(pytext.models.representations.bilstm.BiLSTM.Config attribute)
(pytext.models.representations.stacked_bidirectional_rnn.StackedBidirectionalRNN.Config attribute)
BiLSTM (class in pytext.models.representations.bilstm)
(class in pytext.models.seq_models.rnn_encoder)
BiLSTMDocAttention (class in pytext.models.representations.bilstm_doc_attention)
BiLSTMDocSlotAttention (class in pytext.models.representations.bilstm_doc_slot_attention)
BiLSTMSlotAttention (class in pytext.models.representations.bilstm_slot_attn)
BinaryClassificationOutputLayer (class in pytext.models.output_layers.doc_classification_output_layer)
BinaryCrossEntropyLoss (class in pytext.loss)
(class in pytext.loss.loss)
BinaryCrossEntropyWithLogitsLoss (class in pytext.loss)
(class in pytext.loss.loss)
BIT_4 (pytext.models.seq_models.mask_generator.EmbedQuantizeType attribute)
BIT_8 (pytext.models.seq_models.mask_generator.EmbedQuantizeType attribute)
bleu (pytext.metrics.seq2seq_metrics.Seq2SeqMetrics attribute)
BlockShardedTSV (class in pytext.data.sources.tsv)
BlockShardedTSVDataSource (class in pytext.data.sources.tsv)
BlockShardedTSVDataSourceTest (class in pytext.data.test.tsv_data_source_test)
BlockwiseMagnitudeSparsifier (class in pytext.optimizer.sparsifiers.blockwise_sparsifier)
bn_update() (pytext.optimizer.swa.StochasticWeightAveraging static method)
BOL (pytext.common.constants.SpecialTokens attribute)
BOS (pytext.common.constants.SpecialTokens attribute)
BoundaryPool (class in pytext.models.representations.pooling)
bracket_metrics (pytext.metrics.intent_slot_metrics.AllMetrics attribute)
,
[1]
BSeqCNNRepresentation (class in pytext.models.representations.biseqcnn)
build_class_priors() (in module pytext.utils.loss)
build_fairseq_vocab() (in module pytext.data.bert_tensorizer)
build_fp32_params() (pytext.optimizer.fairseq_fp16_utils.Fairseq_FP16OptimizerMixin class method)
build_from_data (pytext.data.tensorizers.VocabConfig attribute)
build_noise_sampler() (in module pytext.models.r3f_models)
build_positional_embedding() (in module pytext.models.seq_models.positional)
build_subclass_dict() (in module pytext.config.serialize)
build_tree() (pytext.data.data_structures.annotation.Annotation method)
build_vocab() (pytext.fields.char_field.CharFeatureField method)
(pytext.fields.CharFeatureField method)
(pytext.fields.DictFeatureField method)
(pytext.fields.TextFeatureFieldWithSpecialUnk method)
(pytext.fields.dict_field.DictFeatureField method)
(pytext.fields.text_field_with_special_unk.TextFeatureFieldWithSpecialUnk method)
BYTE_BOS (pytext.common.constants.SpecialTokens attribute)
BYTE_EOS (pytext.common.constants.SpecialTokens attribute)
byte_length() (in module pytext.utils.data)
BYTE_SPACE (pytext.common.constants.SpecialTokens attribute)
ByteTensorizer (class in pytext.data.tensorizers)
ByteTokensDocumentModel (class in pytext.models.doc_model)
ByteTokenTensorizer (class in pytext.data.tensorizers)
C
cache() (pytext.data.Data method)
(pytext.data.data.Data method)
cache_pretrained_embeddings() (pytext.utils.embeddings.PretrainedEmbedding method)
caffe2_export() (pytext.models.BaseModel method)
(pytext.models.TwoTowerClassificationModel method)
(pytext.models.doc_model.DocModel method)
(pytext.models.joint_model.IntentSlotModel method)
(pytext.models.language_models.lmlstm.LMLSTM method)
(pytext.models.model.BaseModel method)
(pytext.models.two_tower_classification_model.TwoTowerClassificationModel method)
calculate_error() (in module pytext.metrics.calibration_metrics)
calculate_feature_stats() (pytext.torchscript.tensorizer.normalizer.VectorNormalizer method)
(pytext.torchscript.tensorizer.VectorNormalizer method)
calculate_loss() (pytext.metric_reporters.language_model_metric_reporter.LanguageModelMetricReporter method)
(pytext.metric_reporters.LanguageModelMetricReporter method)
(pytext.metric_reporters.MetricReporter method)
(pytext.metric_reporters.WordTaggingMetricReporter method)
(pytext.metric_reporters.language_model_metric_reporter.MaskedLMMetricReporter method)
(pytext.metric_reporters.metric_reporter.MetricReporter method)
(pytext.metric_reporters.word_tagging_metric_reporter.WordTaggingMetricReporter method)
calculate_metric() (pytext.metric_reporters.calibration_metric_reporter.CalibrationMetricReporter method)
(pytext.metric_reporters.CalibrationMetricReporter method)
(pytext.metric_reporters.ClassificationMetricReporter method)
(pytext.metric_reporters.CompositionalMetricReporter method)
(pytext.metric_reporters.DenseRetrievalMetricReporter method)
(pytext.metric_reporters.IntentSlotMetricReporter method)
(pytext.metric_reporters.LanguageModelMetricReporter method)
(pytext.metric_reporters.MetricReporter method)
(pytext.metric_reporters.MultiLabelClassificationMetricReporter method)
(pytext.metric_reporters.MultiLabelSequenceTaggingMetricReporter method)
(pytext.metric_reporters.NERMetricReporter method)
(pytext.metric_reporters.PairwiseRankingMetricReporter method)
(pytext.metric_reporters.PureLossMetricReporter method)
(pytext.metric_reporters.RegressionMetricReporter method)
(pytext.metric_reporters.SequenceTaggingMetricReporter method)
(pytext.metric_reporters.SquadMetricReporter method)
(pytext.metric_reporters.WordTaggingMetricReporter method)
(pytext.metric_reporters.classification_metric_reporter.ClassificationMetricReporter method)
(pytext.metric_reporters.classification_metric_reporter.MultiLabelClassificationMetricReporter method)
(pytext.metric_reporters.compositional_metric_reporter.CompositionalMetricReporter method)
(pytext.metric_reporters.dense_retrieval_metric_reporter.DenseRetrievalMetricReporter method)
(pytext.metric_reporters.intent_slot_detection_metric_reporter.IntentSlotMetricReporter method)
(pytext.metric_reporters.language_model_metric_reporter.LanguageModelMetricReporter method)
(pytext.metric_reporters.metric_reporter.MetricReporter method)
(pytext.metric_reporters.metric_reporter.PureLossMetricReporter method)
(pytext.metric_reporters.pairwise_ranking_metric_reporter.PairwiseRankingMetricReporter method)
(pytext.metric_reporters.regression_metric_reporter.RegressionMetricReporter method)
(pytext.metric_reporters.seq2seq_compositional.Seq2SeqCompositionalMetricReporter method)
(pytext.metric_reporters.seq2seq_metric_reporter.Seq2SeqMetricReporter method)
(pytext.metric_reporters.squad_metric_reporter.SquadMetricReporter method)
(pytext.metric_reporters.word_tagging_metric_reporter.MultiLabelSequenceTaggingMetricReporter method)
(pytext.metric_reporters.word_tagging_metric_reporter.NERMetricReporter method)
(pytext.metric_reporters.word_tagging_metric_reporter.SequenceTaggingMetricReporter method)
(pytext.metric_reporters.word_tagging_metric_reporter.WordTaggingMetricReporter method)
calculate_perplexity() (pytext.models.output_layers.lm_output_layer.LMOutputLayer static method)
calibration_metrics (pytext.metrics.calibration_metrics.AllCalibrationMetrics attribute)
CalibrationMetricReporter (class in pytext.metric_reporters)
(class in pytext.metric_reporters.calibration_metric_reporter)
CalibrationMetrics (class in pytext.metrics.calibration_metrics)
cast_str() (in module pytext.config.utils)
causal (pytext.config.module_config.CNNParams attribute)
cell (pytext.models.representations.augmented_lstm.AugmentedLSTMUnidirectional attribute)
Channel (class in pytext.metric_reporters)
(class in pytext.metric_reporters.channel)
channels (pytext.metric_reporters.metric_reporter.MetricReporter attribute)
(pytext.metric_reporters.MetricReporter attribute)
CHAR (pytext.config.contextual_intent_slot.ModelInput attribute)
char_embed (pytext.models.embeddings.char_embedding.CharacterEmbedding attribute)
(pytext.models.embeddings.CharacterEmbedding attribute)
char_feat (pytext.config.contextual_intent_slot.ModelInputConfig attribute)
CHAR_FEAT (pytext.config.doc_classification.ModelInput attribute)
char_feat (pytext.config.doc_classification.ModelInputConfig attribute)
(pytext.config.field_config.FeatureConfig attribute)
CHAR_FIELD (pytext.common.constants.DatasetFieldName attribute)
char_offset_to_byte_offset() (in module pytext.utils.data)
character_tokenize() (pytext.data.tensorizers.CharacterVocabTokenTensorizer method)
CharacterEmbedding (class in pytext.models.embeddings)
(class in pytext.models.embeddings.char_embedding)
characters (pytext.data.featurizer.featurizer.OutputRecord attribute)
(pytext.data.featurizer.OutputRecord attribute)
CharacterTokenTensorizer (class in pytext.data.tensorizers)
CharacterVocabTokenTensorizer (class in pytext.data.tensorizers)
CharacterVocabTokenTensorizerScriptImpl (class in pytext.data.tensorizers)
CharacterVocabTokenTensorizerTest (class in pytext.data.test.tensorizers_test)
CharFeatConfig (in module pytext.config.field_config)
CharFeatureField (class in pytext.fields)
(class in pytext.fields.char_field)
check_overflow() (pytext.optimizer.fp16_optimizer.DynamicLossScaler method)
check_overflow_() (pytext.optimizer.fp16_optimizer.DynamicLossScaler method)
check_state_keys() (in module pytext.models.representations.transformer.sentence_encoder)
check_valid() (pytext.data.xlm_dictionary.Dictionary method)
CheckpointManager (class in pytext.task.serialize)
checkTokenConfig() (pytext.models.language_models.lmlstm.LMLSTM class method)
children (pytext.data.data_structures.node.Node attribute)
,
[1]
(pytext.metrics.intent_slot_metrics.Node attribute)
children_flat_str_spans() (pytext.data.data_structures.annotation.Node method)
chunk_file() (in module pytext.utils.file_io)
classification_metrics (pytext.metrics.squad_metrics.SquadMetrics attribute)
ClassificationMetricReporter (class in pytext.metric_reporters)
(class in pytext.metric_reporters.classification_metric_reporter)
ClassificationMetrics (class in pytext.metrics)
ClassificationOutputLayer (class in pytext.models.output_layers)
(class in pytext.models.output_layers.doc_classification_output_layer)
ClassificationScores (class in pytext.models.output_layers.doc_classification_output_layer)
clean_eos_bos() (pytext.data.masked_util.TreeMask method)
clip_grad_norm() (pytext.optimizer.adabelief.AdaBelief method)
(pytext.optimizer.fairseq_fp16_utils.Fairseq_FP16OptimizerMixin method)
(pytext.optimizer.fairseq_fp16_utils.Fairseq_MemoryEfficientFP16OptimizerMixin method)
(pytext.optimizer.fp16_optimizer.FP16Optimizer method)
(pytext.optimizer.fp16_optimizer.FP16OptimizerApex method)
(pytext.optimizer.fp16_optimizer.FP16OptimizerFairseq method)
(pytext.optimizer.fp16_optimizer.MemoryEfficientFP16OptimizerFairseq method)
(pytext.optimizer.madgrad.MADGRAD method)
(pytext.optimizer.optimizers.Optimizer method)
clip_list() (in module pytext.torchscript.batchutils)
clip_listlist() (in module pytext.torchscript.batchutils)
clip_listlist_float() (in module pytext.torchscript.batchutils)
close() (pytext.metric_reporters.Channel method)
(pytext.metric_reporters.channel.Channel method)
(pytext.metric_reporters.channel.TensorBoardChannel method)
CLS_TOKEN (pytext.models.representations.transformer_sentence_encoder_base.PoolingMethod attribute)
cls_vars() (in module pytext.utils)
CNNModel (class in pytext.models.seq_models.conv_model)
CNNParams (class in pytext.config.module_config)
COLUMN (pytext.config.component.ComponentType attribute)
column_schema (pytext.data.bert_tensorizer.BERTTensorizerBase attribute)
(pytext.data.Tensorizer attribute)
(pytext.data.roberta_tensorizer.RoBERTaTokenLevelTensorizer attribute)
(pytext.data.tensorizers.AnnotationNumberizer attribute)
(pytext.data.tensorizers.ByteTensorizer attribute)
(pytext.data.tensorizers.ByteTokenTensorizer attribute)
(pytext.data.tensorizers.CharacterVocabTokenTensorizer attribute)
(pytext.data.tensorizers.Float1DListTensorizer attribute)
(pytext.data.tensorizers.FloatListSeqTensorizer attribute)
(pytext.data.tensorizers.FloatListTensorizer attribute)
(pytext.data.tensorizers.FloatTensorizer attribute)
(pytext.data.tensorizers.GazetteerTensorizer attribute)
(pytext.data.tensorizers.Integer1DListTensorizer attribute)
(pytext.data.tensorizers.LabelListRankTensorizer attribute)
(pytext.data.tensorizers.LabelListTensorizer attribute)
(pytext.data.tensorizers.LabelTensorizer attribute)
(pytext.data.tensorizers.NumericLabelTensorizer attribute)
(pytext.data.tensorizers.SeqTokenTensorizer attribute)
(pytext.data.tensorizers.SlotLabelTensorizer attribute)
(pytext.data.tensorizers.SoftLabelTensorizer attribute)
(pytext.data.tensorizers.String2DListTensorizer attribute)
(pytext.data.tensorizers.Tensorizer attribute)
(pytext.data.tensorizers.TokenTensorizer attribute)
(pytext.data.tensorizers.UidTensorizer attribute)
(pytext.data.token_tensorizer.ScriptBasedTokenTensorizer attribute)
(pytext.data.xlm_tensorizer.XLMTensorizer attribute)
combine_pos_embed (pytext.models.seq_models.conv_decoder.ConvDecoderConfig attribute)
(pytext.models.seq_models.conv_encoder.ConvEncoderConfig attribute)
combine_title_text_id() (in module pytext.data.sources.dense_retrieval)
CommonMetadata (class in pytext.data)
(class in pytext.data.data_handler)
ComparableClassificationMetric (class in pytext.metric_reporters.classification_metric_reporter)
compare_frames() (in module pytext.metrics.intent_slot_metrics)
compare_metric() (pytext.metric_reporters.metric_reporter.MetricReporter method)
(pytext.metric_reporters.MetricReporter method)
Component (class in pytext.config.component)
component_config_type_from_type_name() (in module pytext.config.serialize)
ComponentMeta (class in pytext.config.component)
ComponentType (class in pytext.config.component)
compose_embedding() (pytext.models.Model class method)
(pytext.models.model.Model class method)
CompositionalMetricReporter (class in pytext.metric_reporters)
(class in pytext.metric_reporters.compositional_metric_reporter)
CompositionalNN (class in pytext.models.semantic_parsers.rnng.rnng_data_structures)
CompositionalSeq2SeqFileChannel (class in pytext.metric_reporters.seq2seq_compositional)
CompositionalSummationNN (class in pytext.models.semantic_parsers.rnng.rnng_data_structures)
compute_adaptive_loss() (pytext.loss.AdaptiveRegularizer method)
(pytext.loss.regularizer.AdaptiveRegularizer method)
compute_all_metrics() (in module pytext.metrics.intent_slot_metrics)
compute_average_recall() (in module pytext.metrics)
compute_calibration() (in module pytext.metrics.calibration_metrics)
compute_classification_metrics() (in module pytext.metrics)
compute_dynamic_batch_size() (pytext.data.dynamic_pooling_batcher.DynamicPoolingBatcher method)
(pytext.data.DynamicPoolingBatcher method)
(pytext.data.dynamic_pooling_batcher.ExponentialDynamicPoolingBatcher method)
(pytext.data.dynamic_pooling_batcher.LinearDynamicPoolingBatcher method)
compute_f1() (in module pytext.metrics.seq2seq_metrics)
compute_frame_accuracies_by_depth() (in module pytext.metrics.intent_slot_metrics)
compute_frame_accuracy() (in module pytext.metrics.intent_slot_metrics)
compute_frame_accuracy_top_k() (in module pytext.metrics.intent_slot_metrics)
compute_intent_slot_metrics() (in module pytext.metrics.intent_slot_metrics)
compute_language_model_metric() (in module pytext.metrics.language_model_metrics)
compute_macro_avg() (in module pytext.metrics)
compute_matthews_correlation_coefficients() (in module pytext.metrics)
compute_metric_at_k() (in module pytext.metrics.intent_slot_metrics)
compute_metrics() (pytext.metrics.AllConfusions method)
(pytext.metrics.Confusions method)
(pytext.metrics.PerLabelConfusions method)
compute_multi_label_classification_metrics() (in module pytext.metrics)
compute_multi_label_full_vector_classification_metrics() (in module pytext.metrics)
compute_multi_label_multi_class_soft_metrics() (in module pytext.metrics)
compute_multi_label_soft_full_vector_metrics() (in module pytext.metrics)
compute_multi_label_soft_metrics() (in module pytext.metrics)
compute_pairwise_ranking_metrics() (in module pytext.metrics)
compute_prf1() (in module pytext.metrics)
compute_prf1_metrics() (in module pytext.metrics.intent_slot_metrics)
compute_regression_metrics() (in module pytext.metrics)
compute_roc_auc() (in module pytext.metrics)
compute_roc_auc_given_sorted_positives() (in module pytext.metrics)
compute_scores() (pytext.metric_reporters.language_model_metric_reporter.LanguageModelMetricReporter method)
(pytext.metric_reporters.LanguageModelMetricReporter method)
compute_soft_metrics() (in module pytext.metrics)
compute_symmetric_kl() (in module pytext.models.r3f_models)
compute_top_intent_accuracy() (in module pytext.metrics.intent_slot_metrics)
CONCAT (pytext.config.module_config.SlotAttentionType attribute)
concat (pytext.models.embeddings.embedding_list.EmbeddingList attribute)
(pytext.models.embeddings.EmbeddingList attribute)
CONCAT (pytext.models.seq_models.positional.PostionalEmbedCombine attribute)
concat_layers (pytext.models.representations.stacked_bidirectional_rnn.StackedBidirectionalRNN.Config attribute)
config_from_json() (in module pytext.config.serialize)
config_to_json() (in module pytext.config.serialize)
ConfigBase (class in pytext.config.pytext_config)
ConfigBaseMeta (class in pytext.config.pytext_config)
ConfigParseError
configs() (pytext.config.component.Registry class method)
Confusions (class in pytext.metrics)
confusions (pytext.metrics.AllConfusions attribute)
,
[1]
CoNLLUNERDataSource (class in pytext.data.sources)
(class in pytext.data.sources.conllu)
CoNLLUNERFile (class in pytext.data.sources.conllu)
CoNLLUPOSDataSource (class in pytext.data.sources.conllu)
ConsoleChannel (class in pytext.metric_reporters.channel)
CONTEXT_SEQUENCE (pytext.common.constants.DFColumn attribute)
CONTEXTUAL_TOKEN_EMBEDDING (pytext.common.constants.DatasetFieldName attribute)
(pytext.config.contextual_intent_slot.ModelInput attribute)
contextual_token_embedding (pytext.config.contextual_intent_slot.ModelInputConfig attribute)
CONTEXTUAL_TOKEN_EMBEDDING (pytext.config.doc_classification.ModelInput attribute)
contextual_token_embedding (pytext.config.doc_classification.ModelInputConfig attribute)
(pytext.config.field_config.FeatureConfig attribute)
(pytext.data.featurizer.OutputRecord attribute)
(pytext.data.featurizer.featurizer.OutputRecord attribute)
ContextualIntentSlotModel (class in pytext.models.seq_models.contextual_intent_slot)
ContextualIntentSlotRepresentation (class in pytext.models.representations.contextual_intent_slot_rep)
contextualize() (pytext.models.BaseModel method)
(pytext.models.disjoint_multitask_model.DisjointMultitaskModel method)
(pytext.models.model.BaseModel method)
(pytext.models.semantic_parsers.rnng.rnng_parser.RNNGParserBase method)
ContextualTokenEmbedding (class in pytext.models.embeddings)
(class in pytext.models.embeddings.contextual_token_embedding)
ContextualTokenEmbeddingConfig (in module pytext.config.field_config)
ContextualTokenEmbeddingField (class in pytext.fields)
(class in pytext.fields.contextual_token_embedding_field)
ContextualWordConvolution (class in pytext.models.representations.biseqcnn)
continue_training() (pytext.trainers.Trainer method)
(pytext.trainers.trainer.Trainer method)
conv_and_pool() (pytext.models.representations.docnn.DocNNRepresentation method)
ConvDecoderConfig (class in pytext.models.seq_models.conv_decoder)
ConvEncoderConfig (class in pytext.models.seq_models.conv_encoder)
convert_bio_to_spans() (in module pytext.metric_reporters.word_tagging_metric_reporter)
convert_caffe2_blob_name() (in module pytext.utils.onnx)
convert_generator() (in module pytext.optimizer.fp16_optimizer)
ConvLengthPredictionModule (class in pytext.models.seq_models.nar_length)
convs (pytext.models.embeddings.char_embedding.CharacterEmbedding attribute)
(pytext.models.embeddings.CharacterEmbedding attribute)
copy() (pytext.models.semantic_parsers.rnng.rnng_data_structures.ParserState method)
(pytext.models.semantic_parsers.rnng.rnng_data_structures.StackLSTM method)
CosineAnnealingLR (class in pytext.optimizer.scheduler)
CosineEmbeddingLoss (class in pytext.loss)
(class in pytext.loss.loss)
CostFunctionType (class in pytext.loss)
(class in pytext.loss.structured_loss)
CppProcessorMixin (class in pytext.data.tokenizers)
(class in pytext.data.tokenizers.tokenizer)
cpu() (pytext.models.distributed_model.DistributedModel method)
(pytext.models.language_models.lmlstm.LMLSTM method)
create_component() (in module pytext.config.component)
create_context() (in module pytext.utils.mobile_onnx)
create_conv_package() (in module pytext.models.representations.deepcnn)
create_data_handler() (in module pytext.config.component)
create_decoder() (pytext.models.doc_model.DocModel class method)
create_embedding() (pytext.models.doc_model.ByteTokensDocumentModel class method)
(pytext.models.Model class method)
(pytext.models.doc_model.DocModel class method)
(pytext.models.joint_model.IntentSlotModel class method)
(pytext.models.model.Model class method)
(pytext.models.qna.dr_qa.DrQAModel class method)
(pytext.models.seq_models.contextual_intent_slot.ContextualIntentSlotModel class method)
(pytext.models.word_model.WordTaggingLiteModel class method)
(pytext.models.word_model.WordTaggingModel class method)
create_exporter() (in module pytext.config.component)
create_featurizer() (in module pytext.config.component)
create_fields() (in module pytext.fields)
(in module pytext.fields.field)
create_frame() (in module pytext.metric_reporters.intent_slot_detection_metric_reporter)
create_frame_prediction_pairs() (pytext.metric_reporters.compositional_metric_reporter.CompositionalMetricReporter method)
(pytext.metric_reporters.CompositionalMetricReporter method)
(pytext.metric_reporters.seq2seq_compositional.Seq2SeqCompositionalMetricReporter method)
create_label_fields() (in module pytext.fields)
(in module pytext.fields.field)
create_loss() (in module pytext.config.component)
create_metric_reporter() (in module pytext.config.component)
(pytext.task.tasks.PairwiseClassificationForDenseRetrievalTask class method)
(pytext.task.tasks.RoBERTaNERTask class method)
(pytext.task.tasks.WordTaggingTask class method)
create_model() (in module pytext.config.component)
create_module() (in module pytext.models.module)
create_optimizer() (in module pytext.config.component)
create_output_layer() (pytext.models.doc_model.DocModel class method)
create_parameter() (in module pytext.config.config_adapter)
create_predictor() (in module pytext)
(in module pytext.config.component)
create_privacy_engine() (in module pytext.config.component)
create_scheduler() (in module pytext.config.component)
create_schema() (in module pytext.task.new_task)
create_sparsifier() (in module pytext.config.component)
create_src_lengths_mask() (in module pytext.models.seq_models.attention)
create_sub_embs() (pytext.models.Model class method)
(pytext.models.model.Model class method)
create_task() (in module pytext.task)
(in module pytext.task.task)
create_tensorizers() (in module pytext.task.new_task)
create_trainer() (in module pytext.config.component)
create_vocab_index() (in module pytext.utils.mobile_onnx)
(in module pytext.utils.onnx)
create_vocab_indices_map() (in module pytext.utils.mobile_onnx)
(in module pytext.utils.onnx)
CRF (class in pytext.models.crf)
CRF_L1_SoftThresholding (class in pytext.optimizer.sparsifiers.sparsifier)
CRF_MagnitudeThresholding (class in pytext.optimizer.sparsifiers.sparsifier)
CRF_SparsifierBase (class in pytext.optimizer.sparsifiers.sparsifier)
CRFOutputLayer (class in pytext.models.output_layers)
(class in pytext.models.output_layers.word_tagging_output_layer)
CRFWordTaggingScores (class in pytext.models.output_layers.word_tagging_output_layer)
CrossEntropyLoss (class in pytext.loss)
(class in pytext.loss.loss)
current_model (pytext.models.disjoint_multitask_model.DisjointMultitaskModel attribute)
,
[1]
cycle() (in module pytext.trainers.trainer)
(pytext.data.disjoint_multitask_data_handler.RoundRobinBatchIterator class method)
CyclicLR (class in pytext.optimizer.scheduler)
D
Data (class in pytext.data)
(class in pytext.data.data)
data_dict (pytext.data.disjoint_multitask_data.DisjointMultitaskData attribute)
(pytext.data.DisjointMultitaskData attribute)
DATA_HANDLER (pytext.config.component.ComponentType attribute)
data_handlers (pytext.data.disjoint_multitask_data_handler.DisjointMultitaskDataHandler attribute)
(pytext.data.DisjointMultitaskDataHandler attribute)
DATA_SOURCE (pytext.config.component.ComponentType attribute)
DATA_SOURCE_TYPES (pytext.data.sources.data_source.RootDataSource attribute)
DATA_TYPE (pytext.config.component.ComponentType attribute)
DataHandler (class in pytext.data)
(class in pytext.data.data_handler)
DatasetFieldName (class in pytext.common.constants)
DataSource (class in pytext.data.sources)
(class in pytext.data.sources.data_source)
DataTest (class in pytext.data.test.data_test)
debug_path (pytext.config.pytext_config.PyTextConfig attribute)
decision_thresh_at_precision (pytext.metrics.MultiLabelSoftClassificationMetrics attribute)
(pytext.metrics.SoftClassificationMetrics attribute)
decision_thresh_at_recall (pytext.metrics.MultiLabelSoftClassificationMetrics attribute)
(pytext.metrics.SoftClassificationMetrics attribute)
decode() (pytext.data.tokenizers.GPT2BPETokenizer method)
(pytext.data.tokenizers.Tokenizer method)
(pytext.data.tokenizers.tokenizer.GPT2BPETokenizer method)
(pytext.data.tokenizers.tokenizer.Tokenizer method)
(pytext.models.crf.CRF method)
decoder (pytext.models.Model attribute)
(pytext.models.model.Model attribute)
decoder_embed_dim (pytext.models.seq_models.conv_decoder.ConvDecoderConfig attribute)
decoder_input_dim (pytext.models.seq_models.conv_decoder.ConvDecoderConfig attribute)
decoder_learned_pos (pytext.models.seq_models.conv_decoder.ConvDecoderConfig attribute)
decoder_normalize_before (pytext.models.seq_models.conv_decoder.ConvDecoderConfig attribute)
decoder_output_dim (pytext.models.seq_models.conv_decoder.ConvDecoderConfig attribute)
DecoderBase (class in pytext.models.decoders)
(class in pytext.models.decoders.decoder_base)
DecoderBatchedStepEnsemble (class in pytext.torchscript.seq2seq.decoder)
DecoderWithLinearOutputProjection (class in pytext.models.seq_models.projection_layers)
(class in pytext.models.seq_models.rnn_decoder)
DecoupledCNNModel (class in pytext.models.seq_models.conv_model)
DecoupledDecoderHead (class in pytext.models.seq_models.projection_layers)
DecoupledMultiheadAttention (class in pytext.models.seq_models.attention)
DeepCNNRepresentation (class in pytext.models.representations.deepcnn)
DEFAULT_LABEL_PAD_IDX (pytext.common.constants.Padding attribute)
DEFAULT_SCHEMA (pytext.data.sources.dense_retrieval.DenseRetrievalDataSource attribute)
(pytext.data.sources.DenseRetrievalDataSource attribute)
(pytext.data.sources.SquadDataSource attribute)
(pytext.data.sources.squad.SquadDataSource attribute)
delay_unscale() (in module pytext.utils.precision)
delete_parameter() (in module pytext.config.config_adapter)
DENSE (pytext.config.contextual_intent_slot.ModelInput attribute)
dense (pytext.models.representations.bilstm_doc_attention.BiLSTMDocAttention attribute)
(pytext.models.representations.bilstm_slot_attn.BiLSTMSlotAttention attribute)
DENSE_FEAT (pytext.common.constants.DFColumn attribute)
dense_feat (pytext.config.contextual_intent_slot.ModelInputConfig attribute)
DENSE_FEAT (pytext.config.doc_classification.ModelInput attribute)
dense_feat (pytext.config.doc_classification.ModelInputConfig attribute)
(pytext.config.field_config.FeatureConfig attribute)
dense_feats (pytext.data.featurizer.featurizer.OutputRecord attribute)
(pytext.data.featurizer.OutputRecord attribute)
DENSE_FIELD (pytext.common.constants.DatasetFieldName attribute)
DenseFeatureExporter (class in pytext.exporters)
(class in pytext.exporters.custom_exporters)
DenseRetrievalDataSource (class in pytext.data.sources)
(class in pytext.data.sources.dense_retrieval)
DenseRetrievalMetricNames (class in pytext.metric_reporters.dense_retrieval_metric_reporter)
DenseRetrievalMetricReporter (class in pytext.metric_reporters)
(class in pytext.metric_reporters.dense_retrieval_metric_reporter)
DenseRetrievalMetrics (class in pytext.metrics.dense_retrieval_metrics)
DenseRetrievalOutputLayer (class in pytext.models.output_layers)
(class in pytext.models.output_layers.distance_output_layer)
deprecate() (in module pytext.config.config_adapter)
deprecation_warning() (in module pytext.torchscript.module)
depth() (pytext.data.data_structures.annotation.Tree method)
destructure_any_list() (in module pytext.torchscript.batchutils)
destructure_dict_list() (in module pytext.torchscript.batchutils)
destructure_dictlist_list() (in module pytext.torchscript.batchutils)
destructure_tensor() (in module pytext.torchscript.batchutils)
destructure_tensor_list() (in module pytext.torchscript.batchutils)
detach() (pytext.optimizer.privacy_engine.PrivacyEngine method)
device() (in module pytext.utils.cuda)
DFColumn (class in pytext.common.constants)
DICT (pytext.config.contextual_intent_slot.ModelInput attribute)
DICT_FEAT (pytext.common.constants.DFColumn attribute)
dict_feat (pytext.config.contextual_intent_slot.ModelInputConfig attribute)
DICT_FEAT (pytext.config.doc_classification.ModelInput attribute)
dict_feat (pytext.config.doc_classification.ModelInputConfig attribute)
(pytext.config.field_config.FeatureConfig attribute)
DICT_FIELD (pytext.common.constants.DatasetFieldName attribute)
dict_zip() (in module pytext.workflow)
DictEmbedding (class in pytext.models.embeddings)
(class in pytext.models.embeddings.dict_embedding)
DictFeatConfig (in module pytext.config.field_config)
DictFeatureField (class in pytext.fields)
(class in pytext.fields.dict_field)
Dictionary (class in pytext.data.xlm_dictionary)
dilated (pytext.config.module_config.CNNParams attribute)
dim (pytext.config.field_config.FloatVectorConfig attribute)
dim_error_check (pytext.config.field_config.FloatVectorConfig attribute)
dimension() (pytext.utils.lazy.Infer class method)
disable_cuda() (pytext.utils.config_utils.MockConfigLoader method)
disable_sort_in_jit (pytext.models.representations.bilstm.BiLSTM.Config attribute)
DisjointMultitask (class in pytext.task.disjoint_multitask)
DisjointMultitaskData (class in pytext.data)
(class in pytext.data.disjoint_multitask_data)
DisjointMultitaskDataHandler (class in pytext.data)
(class in pytext.data.disjoint_multitask_data_handler)
DisjointMultitaskMetricReporter (class in pytext.metric_reporters.disjoint_multitask_metric_reporter)
DisjointMultitaskModel (class in pytext.models.disjoint_multitask_model)
dist_init() (in module pytext.utils.distributed)
distributed_world_size (pytext.config.pytext_config.PyTextConfig attribute)
DistributedModel (class in pytext.models.distributed_model)
doc_attention (pytext.models.representations.bilstm_doc_slot_attention.BiLSTMDocSlotAttention attribute)
DOC_COLUMN (pytext.metric_reporters.squad_metric_reporter.SquadMetricReporter attribute)
(pytext.metric_reporters.SquadMetricReporter attribute)
doc_decoder (pytext.models.decoders.intent_slot_model_decoder.IntentSlotModelDecoder attribute)
(pytext.models.decoders.IntentSlotModelDecoder attribute)
DOC_LABEL (pytext.common.constants.DFColumn attribute)
(pytext.config.field_config.Target attribute)
DOC_LABEL_FIELD (pytext.common.constants.DatasetFieldName attribute)
doc_model_deprecated() (in module pytext.config.config_adapter)
doc_output (pytext.models.output_layers.intent_slot_output_layer.IntentSlotOutputLayer attribute)
DOC_WEIGHT (pytext.common.constants.DFColumn attribute)
(pytext.config.contextual_intent_slot.ExtraField attribute)
DOC_WEIGHT_FIELD (pytext.common.constants.DatasetFieldName attribute)
DocLabelConfig (class in pytext.config.field_config)
DocLabelField (class in pytext.fields)
(class in pytext.fields.field)
DocModel (class in pytext.models.doc_model)
DocNNRepresentation (class in pytext.models.representations.docnn)
DocRegressionModel (class in pytext.models.doc_model)
DocumentClassificationTask (class in pytext.task.tasks)
DocumentRegressionTask (class in pytext.task.tasks)
DoNothingTokenizer (class in pytext.data.tokenizers)
(class in pytext.data.tokenizers.tokenizer)
DOT (pytext.config.module_config.SlotAttentionType attribute)
DotAttention (class in pytext.models.seq_models.attention)
DotProductSelfAttention (class in pytext.models.representations.attention)
downgrade_one_version() (in module pytext.config.config_adapter)
dropout (pytext.models.representations.augmented_lstm.AugmentedLSTM.Config attribute)
(pytext.models.representations.bilstm.BiLSTM attribute)
(pytext.models.representations.bilstm.BiLSTM.Config attribute)
(pytext.models.representations.bilstm_doc_attention.BiLSTMDocAttention attribute)
(pytext.models.representations.bilstm_doc_attention.BiLSTMDocAttention.Config attribute)
(pytext.models.representations.bilstm_doc_slot_attention.BiLSTMDocSlotAttention attribute)
(pytext.models.representations.bilstm_slot_attn.BiLSTMSlotAttention attribute)
(pytext.models.representations.stacked_bidirectional_rnn.StackedBidirectionalRNN attribute)
(pytext.models.representations.stacked_bidirectional_rnn.StackedBidirectionalRNN.Config attribute)
(pytext.models.seq_models.conv_decoder.ConvDecoderConfig attribute)
(pytext.models.seq_models.conv_encoder.ConvEncoderConfig attribute)
DrQAModel (class in pytext.models.qna.dr_qa)
dummy_model_input (pytext.exporters.exporter.ModelExporter attribute)
(pytext.exporters.ModelExporter attribute)
(pytext.fields.CharFeatureField attribute)
(pytext.fields.DictFeatureField attribute)
(pytext.fields.SeqFeatureField attribute)
(pytext.fields.TextFeatureField attribute)
(pytext.fields.char_field.CharFeatureField attribute)
(pytext.fields.dict_field.DictFeatureField attribute)
(pytext.fields.field.SeqFeatureField attribute)
(pytext.fields.field.TextFeatureField attribute)
dump_raw_input (pytext.config.pytext_config.LogitsConfig attribute)
DynamicLossScaler (class in pytext.optimizer.fp16_optimizer)
DynamicPoolingBatcher (class in pytext.data)
(class in pytext.data.dynamic_pooling_batcher)
DynamicPoolingBatcherTest (class in pytext.data.test.dynamic_pooling_batcher_test)
E
early_stop_after (pytext.trainers.Trainer attribute)
(pytext.trainers.trainer.Trainer attribute)
elapsed_time (pytext.utils.meter.TimeMeter attribute)
Element (class in pytext.models.semantic_parsers.rnng.rnng_data_structures)
element_from_top() (pytext.models.semantic_parsers.rnng.rnng_data_structures.StackLSTM method)
embedding (pytext.models.Model attribute)
(pytext.models.model.Model attribute)
embedding() (pytext.models.semantic_parsers.rnng.rnng_data_structures.StackLSTM method)
embedding_dim (pytext.models.embeddings.char_embedding.CharacterEmbedding attribute)
(pytext.models.embeddings.CharacterEmbedding attribute)
(pytext.models.embeddings.EmbeddingBase attribute)
(pytext.models.embeddings.EmbeddingList attribute)
(pytext.models.embeddings.embedding_base.EmbeddingBase attribute)
(pytext.models.embeddings.embedding_list.EmbeddingList attribute)
(pytext.models.seq_models.conv_encoder.ConvEncoderConfig attribute)
EmbeddingBase (class in pytext.models.embeddings)
(class in pytext.models.embeddings.embedding_base)
EmbeddingList (class in pytext.models.embeddings)
(class in pytext.models.embeddings.embedding_list)
EMBEDDINGS (pytext.models.pair_classification_model.PairwiseModel attribute)
EmbedInitStrategy (class in pytext.config.field_config)
EmbedQuantizeType (class in pytext.models.seq_models.mask_generator)
encode_relations (pytext.models.pair_classification_model.PairwiseModel.Config attribute)
encoder_embed_dim (pytext.models.seq_models.conv_encoder.ConvEncoderConfig attribute)
encoder_learned_pos (pytext.models.seq_models.conv_encoder.ConvEncoderConfig attribute)
encoder_normalize_before (pytext.models.seq_models.conv_encoder.ConvEncoderConfig attribute)
EncoderEnsemble (class in pytext.torchscript.seq2seq.encoder)
end (pytext.data.data_structures.node.Span attribute)
,
[1]
(pytext.data.tokenizers.Token attribute)
(pytext.data.tokenizers.tokenizer.Token attribute)
(pytext.metric_reporters.word_tagging_metric_reporter.Span attribute)
end_batch_size (pytext.data.dynamic_pooling_batcher.BatcherSchedulerConfig attribute)
end_of_scheduler() (pytext.data.test.dynamic_pooling_batcher_test.DynamicPoolingBatcherTest method)
ensemble_task_deprecated() (in module pytext.config.config_adapter)
EnsembleModel (class in pytext.models.ensembles)
(class in pytext.models.ensembles.ensemble)
EnsembleTask (class in pytext.task.tasks)
EnsembleTrainer (class in pytext.trainers)
(class in pytext.trainers.ensemble_trainer)
EntropyRegularizer (class in pytext.loss)
(class in pytext.loss.regularizer)
EnumTypeError
EOL (pytext.common.constants.SpecialTokens attribute)
EOS (pytext.common.constants.SpecialTokens attribute)
(pytext.config.module_config.PerplexityType attribute)
EOS_SEQ (pytext.common.constants.VocabMeta attribute)
EOS_TOKEN (pytext.common.constants.VocabMeta attribute)
epoch (pytext.trainers.training_state.TrainingState attribute)
(pytext.trainers.TrainingState attribute)
epoch_period (pytext.data.dynamic_pooling_batcher.BatcherSchedulerConfig attribute)
epochs (pytext.trainers.Trainer attribute)
(pytext.trainers.trainer.Trainer attribute)
epochs_since_last_improvement (pytext.trainers.training_state.TrainingState attribute)
(pytext.trainers.TrainingState attribute)
eprint() (in module pytext.common.utils)
eps (pytext.models.r3f_models.R3FConfigOptions attribute)
escape_brackets() (in module pytext.data.data_structures.annotation)
EVAL (pytext.common.constants.Stage attribute)
eval (pytext.data.sources.data_source.DataSource attribute)
(pytext.data.sources.DataSource attribute)
(pytext.data.sources.DenseRetrievalDataSource attribute)
(pytext.data.sources.SquadDataSource attribute)
(pytext.data.sources.data_source.RootDataSource attribute)
(pytext.data.sources.dense_retrieval.DenseRetrievalDataSource attribute)
(pytext.data.sources.squad.SquadDataSource attribute)
(pytext.data.sources.tsv.MultilingualTSVDataSource attribute)
eval() (pytext.models.BaseModel method)
(pytext.models.distributed_model.DistributedModel method)
(pytext.models.model.BaseModel method)
eval_batch_size (pytext.data.data_handler.DataHandler attribute)
(pytext.data.DataHandler attribute)
eval_path (pytext.data.data_handler.DataHandler attribute)
(pytext.data.DataHandler attribute)
EvalBatchSampler (class in pytext.data)
(class in pytext.data.batch_sampler)
exact_match (pytext.metrics.seq2seq_metrics.Seq2SeqMetrics attribute)
exact_matches (pytext.metrics.squad_metrics.SquadMetrics attribute)
example_config() (pytext.task.tasks.EnsembleTask class method)
expected_error (pytext.metrics.calibration_metrics.CalibrationMetrics attribute)
expected_frame (pytext.metrics.intent_slot_metrics.FramePredictionPair attribute)
expected_label (pytext.metrics.LabelListPrediction attribute)
,
[1]
(pytext.metrics.LabelPrediction attribute)
,
[1]
expected_nodes (pytext.metrics.intent_slot_metrics.NodesPredictionPair attribute)
expected_numberized (pytext.data.test.tensorizers_test.String2DListTensorizerTest attribute)
expected_tensorized (pytext.data.test.tensorizers_test.String2DListTensorizerTest attribute)
ExponentialBatcherSchedulerConfig (class in pytext.data.dynamic_pooling_batcher)
ExponentialDynamicPoolingBatcher (class in pytext.data.dynamic_pooling_batcher)
ExponentialLR (class in pytext.optimizer.scheduler)
export (pytext.config.pytext_config.PyTextConfig attribute)
export() (pytext.metric_reporters.Channel method)
(pytext.metric_reporters.channel.Channel method)
(pytext.metric_reporters.channel.TensorBoardChannel method)
(pytext.task.TaskBase method)
(pytext.task.disjoint_multitask.DisjointMultitask method)
(pytext.task.disjoint_multitask.NewDisjointMultitask method)
(pytext.task.task.TaskBase method)
export_caffe2_path (pytext.config.pytext_config.ExportConfig attribute)
(pytext.config.pytext_config.PyTextConfig attribute)
export_check() (pytext.config.pytext_config.PyTextConfig method)
export_input_names (pytext.config.field_config.FloatVectorConfig attribute)
export_list (pytext.config.pytext_config.PyTextConfig attribute)
export_lite_path (pytext.config.pytext_config.ExportConfig attribute)
export_nets_to_predictor_file() (in module pytext.utils.onnx)
export_onnx_path (pytext.config.pytext_config.ExportConfig attribute)
(pytext.config.pytext_config.PyTextConfig attribute)
export_output_names (pytext.config.field_config.DocLabelConfig attribute)
(pytext.config.field_config.WordLabelConfig attribute)
export_saved_model_to_caffe2() (in module pytext.workflow)
export_saved_model_to_torchscript() (in module pytext.workflow)
export_to_caffe2() (pytext.exporters.custom_exporters.InitPredictNetExporter method)
(pytext.exporters.InitPredictNetExporter method)
(pytext.exporters.ModelExporter method)
(pytext.exporters.exporter.ModelExporter method)
(pytext.models.crf.CRF method)
(pytext.models.output_layers.CRFOutputLayer method)
(pytext.models.output_layers.OutputLayerBase method)
(pytext.models.output_layers.WordTaggingOutputLayer method)
(pytext.models.output_layers.doc_classification_output_layer.BinaryClassificationOutputLayer method)
(pytext.models.output_layers.doc_classification_output_layer.MultiLabelOutputLayer method)
(pytext.models.output_layers.doc_classification_output_layer.MulticlassOutputLayer method)
(pytext.models.output_layers.intent_slot_output_layer.IntentSlotOutputLayer method)
(pytext.models.output_layers.multi_label_classification_layer.MultiLabelClassificationLayer method)
(pytext.models.output_layers.output_layer_base.OutputLayerBase method)
(pytext.models.output_layers.word_tagging_output_layer.CRFOutputLayer method)
(pytext.models.output_layers.word_tagging_output_layer.WordTaggingOutputLayer method)
export_to_metrics() (pytext.exporters.exporter.ModelExporter method)
(pytext.exporters.ModelExporter method)
export_torchscript_path (pytext.config.pytext_config.ExportConfig attribute)
(pytext.config.pytext_config.PyTextConfig attribute)
ExportConfig (class in pytext.config.pytext_config)
EXPORTER (pytext.config.component.ComponentType attribute)
ExporterType (class in pytext.config.module_config)
ExportType (class in pytext.models.decoders.mlp_decoder_two_tower)
extra_fields (pytext.data.data_handler.DataHandler attribute)
(pytext.data.DataHandler attribute)
extra_repr() (pytext.models.seq_models.conv_decoder.LightConvDecoderLayer method)
(pytext.models.seq_models.conv_encoder.LightConvEncoder method)
(pytext.models.seq_models.conv_encoder.LightConvEncoderLayer method)
(pytext.models.seq_models.light_conv.LightweightConv method)
extract_beam_subtrees() (in module pytext.metric_reporters.compositional_utils)
extract_features() (pytext.models.representations.transformer.PostEncoder method)
(pytext.models.representations.transformer.SentenceEncoder method)
(pytext.models.representations.transformer.sentence_encoder.PostEncoder method)
(pytext.models.representations.transformer.sentence_encoder.SentenceEncoder method)
extract_iterator_properties() (in module pytext.data.batch_sampler)
extract_ontology_vocab() (in module pytext.models.seq_models.utils)
extract_subtree() (in module pytext.metric_reporters.compositional_utils)
ExtraField (class in pytext.config.contextual_intent_slot)
(class in pytext.config.doc_classification)
(class in pytext.config.pair_classification)
F
f1 (pytext.metrics.MacroPRF1Scores attribute)
,
[1]
(pytext.metrics.PRF1Scores attribute)
,
[1]
(pytext.metrics.seq2seq_metrics.Seq2SeqMetrics attribute)
f1_score (pytext.metrics.squad_metrics.SquadMetrics attribute)
Fairseq_FP16OptimizerMixin (class in pytext.optimizer.fairseq_fp16_utils)
Fairseq_MemoryEfficientFP16OptimizerMixin (class in pytext.optimizer.fairseq_fp16_utils)
false_negatives (pytext.metrics.PRF1Scores attribute)
,
[1]
false_positives (pytext.metrics.PRF1Scores attribute)
,
[1]
false_postives_upper_bound() (in module pytext.utils.loss)
FeatureConfig (class in pytext.config.field_config)
features (pytext.data.data_handler.DataHandler attribute)
(pytext.data.DataHandler attribute)
featurize() (pytext.data.featurizer.Featurizer method)
(pytext.data.featurizer.SimpleFeaturizer method)
(pytext.data.featurizer.featurizer.Featurizer method)
(pytext.data.featurizer.simple_featurizer.SimpleFeaturizer method)
featurize_batch() (pytext.data.featurizer.Featurizer method)
(pytext.data.featurizer.SimpleFeaturizer method)
(pytext.data.featurizer.featurizer.Featurizer method)
(pytext.data.featurizer.simple_featurizer.SimpleFeaturizer method)
Featurizer (class in pytext.data.featurizer)
(class in pytext.data.featurizer.featurizer)
FEATURIZER (pytext.config.component.ComponentType attribute)
featurizer (pytext.data.data_handler.DataHandler attribute)
(pytext.data.DataHandler attribute)
Field (class in pytext.fields)
(class in pytext.fields.field)
field_names (pytext.config.pytext_config.TestConfig attribute)
FieldMeta (class in pytext.fields)
(class in pytext.fields.field)
FileChannel (class in pytext.metric_reporters.channel)
filepath (pytext.data.tensorizers.VocabFileConfig attribute)
filter_criteria() (pytext.utils.embeddings.PretrainedEmbedding method)
filter_invalid_beams() (in module pytext.metric_reporters.compositional_utils)
finalize() (pytext.optimizer.fp16_optimizer.FP16Optimizer method)
(pytext.optimizer.fp16_optimizer.FP16OptimizerDeprecated method)
(pytext.optimizer.optimizers.Optimizer method)
(pytext.optimizer.swa.StochasticWeightAveraging method)
finalize_tree() (pytext.data.data_structures.annotation.TreeBuilder method)
find_and_replace() (pytext.models.embeddings.dict_embedding.DictEmbedding method)
(pytext.models.embeddings.DictEmbedding method)
find_config_class() (in module pytext.utils.documentation)
find_dicts_containing_key() (in module pytext.config.config_adapter)
find_param() (in module pytext.config.utils)
find_parameter() (in module pytext.config.config_adapter)
find_params_to_prune() (pytext.optimizer.sparsifiers.sparsifier.SensitivityAnalysisSparsifier method)
finished() (pytext.models.semantic_parsers.rnng.rnng_data_structures.ParserState method)
finished_dynamic() (pytext.data.dynamic_pooling_batcher.DynamicPoolingBatcher method)
(pytext.data.DynamicPoolingBatcher method)
(pytext.data.dynamic_pooling_batcher.ExponentialDynamicPoolingBatcher method)
fix_fl_local_optimizer_and_trainer() (in module pytext.config.config_adapter)
fix_paths() (pytext.utils.config_utils.MockConfigLoader method)
fixed_generation_vocab_expanded (pytext.models.seq_models.projection_layers.DecoupledDecoderHead attribute)
flat_str() (pytext.data.data_structures.annotation.Node method)
(pytext.data.data_structures.annotation.Tree method)
flatten_deprecated_ensemble_config() (in module pytext.config.config_adapter)
Float1DListTensorizer (class in pytext.data.tensorizers)
float_tensor_list1D() (in module pytext.torchscript.utils)
FloatField (class in pytext.fields)
(class in pytext.fields.field)
FloatListSeqTensorizer (class in pytext.data.tensorizers)
FloatListTensorizer (class in pytext.data.tensorizers)
FloatTensor() (in module pytext.utils.cuda)
FloatTensorizer (class in pytext.data.tensorizers)
FloatVectorConfig (class in pytext.config.field_config)
FloatVectorField (class in pytext.fields)
(class in pytext.fields.field)
FN (pytext.metrics.Confusions attribute)
,
[1]
force_print() (in module pytext.utils.distributed)
format_prediction() (pytext.task.task.TaskBase class method)
(pytext.task.TaskBase class method)
(pytext.task.tasks.DocumentClassificationTask class method)
format_time() (in module pytext.utils.timing)
forward() (pytext.data.bert_tensorizer.BERTTensorizerBaseScriptImpl method)
(pytext.data.tensorizers.CharacterVocabTokenTensorizerScriptImpl method)
(pytext.data.tensorizers.String2DListTensorizerScriptImpl method)
(pytext.data.token_tensorizer.TokenTensorizerScriptImpl method)
(pytext.data.xlm_tensorizer.XLMTensorizerScriptImpl method)
(pytext.loss.AUCPRHingeLoss method)
(pytext.loss.loss.AUCPRHingeLoss method)
(pytext.models.Model method)
(pytext.models.TwoTowerClassificationModel method)
(pytext.models.crf.CRF method)
(pytext.models.decoders.DecoderBase method)
(pytext.models.decoders.IntentSlotModelDecoder method)
(pytext.models.decoders.MLPDecoder method)
(pytext.models.decoders.decoder_base.DecoderBase method)
(pytext.models.decoders.intent_slot_model_decoder.IntentSlotModelDecoder method)
(pytext.models.decoders.mlp_decoder.MLPDecoder method)
(pytext.models.decoders.mlp_decoder_query_response.MLPDecoderQueryResponse method)
(pytext.models.decoders.mlp_decoder_two_tower.MLPDecoderTwoTower method)
(pytext.models.decoders.multilabel_decoder.MultiLabelDecoder method)
(pytext.models.disjoint_multitask_model.DisjointMultitaskModel method)
(pytext.models.doc_model.PersonalizedDocModel method)
(pytext.models.embeddings.CharacterEmbedding method)
(pytext.models.embeddings.ContextualTokenEmbedding method)
(pytext.models.embeddings.DictEmbedding method)
(pytext.models.embeddings.EmbeddingList method)
(pytext.models.embeddings.MLPEmbedding method)
(pytext.models.embeddings.WordEmbedding method)
(pytext.models.embeddings.WordSeqEmbedding method)
(pytext.models.embeddings.char_embedding.CharacterEmbedding method)
(pytext.models.embeddings.char_embedding.Highway method)
(pytext.models.embeddings.contextual_token_embedding.ContextualTokenEmbedding method)
(pytext.models.embeddings.dict_embedding.DictEmbedding method)
(pytext.models.embeddings.embedding_list.EmbeddingList method)
(pytext.models.embeddings.mlp_embedding.MLPEmbedding method)
(pytext.models.embeddings.scriptable_embedding_list.ScriptableEmbeddingList method)
(pytext.models.embeddings.scriptable_embedding_list.ScriptableEmbeddingList.Wrapper1 method)
(pytext.models.embeddings.scriptable_embedding_list.ScriptableEmbeddingList.Wrapper3 method)
(pytext.models.embeddings.word_embedding.WordEmbedding method)
(pytext.models.embeddings.word_seq_embedding.WordSeqEmbedding method)
(pytext.models.ensembles.BaggingDocEnsembleModel method)
(pytext.models.ensembles.BaggingIntentSlotEnsembleModel method)
(pytext.models.ensembles.EnsembleModel method)
(pytext.models.ensembles.bagging_doc_ensemble.BaggingDocEnsembleModel method)
(pytext.models.ensembles.bagging_intent_slot_ensemble.BaggingIntentSlotEnsembleModel method)
(pytext.models.ensembles.ensemble.EnsembleModel method)
(pytext.models.language_models.lmlstm.LMLSTM method)
(pytext.models.masked_lm.MaskedLanguageModel method)
(pytext.models.model.Model method)
(pytext.models.output_layers.intent_slot_output_layer.IntentSlotScores method)
(pytext.models.output_layers.multi_label_classification_layer.MultiLabelClassificationScores method)
(pytext.models.output_layers.word_tagging_output_layer.CRFWordTaggingScores method)
(pytext.models.output_layers.word_tagging_output_layer.WordTaggingScores method)
(pytext.models.pair_classification_model.BasePairwiseModel method)
(pytext.models.pair_classification_model.PairwiseModel method)
(pytext.models.qna.bert_squad_qa.BertSquadQAModel method)
(pytext.models.qna.dr_qa.DrQAModel method)
(pytext.models.query_document_pairwise_ranking_model.QueryDocPairwiseRankingModel method)
(pytext.models.r3f_models.R3FPyTextMixin method)
(pytext.models.representations.attention.DotProductSelfAttention method)
(pytext.models.representations.attention.MultiplicativeAttention method)
(pytext.models.representations.attention.SequenceAlignedAttention method)
(pytext.models.representations.augmented_lstm.AugmentedLSTM method)
(pytext.models.representations.augmented_lstm.AugmentedLSTMCell method)
(pytext.models.representations.augmented_lstm.AugmentedLSTMUnidirectional method)
(pytext.models.representations.bilstm.BiLSTM method)
(pytext.models.representations.bilstm_doc_attention.BiLSTMDocAttention method)
(pytext.models.representations.bilstm_doc_slot_attention.BiLSTMDocSlotAttention method)
(pytext.models.representations.bilstm_slot_attn.BiLSTMSlotAttention method)
(pytext.models.representations.biseqcnn.BSeqCNNRepresentation method)
(pytext.models.representations.biseqcnn.ContextualWordConvolution method)
(pytext.models.representations.contextual_intent_slot_rep.ContextualIntentSlotRepresentation method)
(pytext.models.representations.deepcnn.DeepCNNRepresentation method)
(pytext.models.representations.deepcnn.SeparableConv1d method)
(pytext.models.representations.deepcnn.Trim1d method)
(pytext.models.representations.docnn.DocNNRepresentation method)
(pytext.models.representations.jointcnn_rep.JointCNNRepresentation method)
(pytext.models.representations.jointcnn_rep.SharedCNNRepresentation method)
(pytext.models.representations.ordered_neuron_lstm.OrderedNeuronLSTM method)
(pytext.models.representations.ordered_neuron_lstm.OrderedNeuronLSTMLayer method)
(pytext.models.representations.pair_rep.PairRepresentation method)
(pytext.models.representations.pass_through.PassThroughRepresentation method)
(pytext.models.representations.pooling.BoundaryPool method)
(pytext.models.representations.pooling.LastTimestepPool method)
(pytext.models.representations.pooling.MaxPool method)
(pytext.models.representations.pooling.MeanPool method)
(pytext.models.representations.pooling.NoPool method)
(pytext.models.representations.pooling.SelfAttention method)
(pytext.models.representations.pure_doc_attention.PureDocAttention method)
(pytext.models.representations.representation_base.RepresentationBase method)
(pytext.models.representations.seq_rep.SeqRepresentation method)
(pytext.models.representations.slot_attention.SlotAttention method)
(pytext.models.representations.stacked_bidirectional_rnn.StackedBidirectionalRNN method)
(pytext.models.representations.traced_transformer_encoder.TraceableTransformerWrapper method)
(pytext.models.representations.traced_transformer_encoder.TracedTransformerEncoder method)
(pytext.models.representations.transformer.MultiheadLinearAttention method)
(pytext.models.representations.transformer.MultiheadSelfAttention method)
(pytext.models.representations.transformer.PositionalEmbedding method)
(pytext.models.representations.transformer.PostEncoder method)
(pytext.models.representations.transformer.ResidualMLP method)
(pytext.models.representations.transformer.SELFIETransformer method)
(pytext.models.representations.transformer.SentenceEncoder method)
(pytext.models.representations.transformer.Transformer method)
(pytext.models.representations.transformer.TransformerLayer method)
(pytext.models.representations.transformer.TransformerRepresentation method)
(pytext.models.representations.transformer.multihead_attention.MultiheadSelfAttention method)
(pytext.models.representations.transformer.multihead_linear_attention.MultiheadLinearAttention method)
(pytext.models.representations.transformer.positional_embedding.PositionalEmbedding method)
(pytext.models.representations.transformer.representation.TransformerRepresentation method)
(pytext.models.representations.transformer.residual_mlp.GeLU method)
(pytext.models.representations.transformer.residual_mlp.ResidualMLP method)
(pytext.models.representations.transformer.sentence_encoder.PostEncoder method)
(pytext.models.representations.transformer.sentence_encoder.SentenceEncoder method)
(pytext.models.representations.transformer.transformer.SELFIETransformer method)
(pytext.models.representations.transformer.transformer.Transformer method)
(pytext.models.representations.transformer.transformer.TransformerLayer method)
(pytext.models.representations.transformer_sentence_encoder_base.TransformerSentenceEncoderBase method)
(pytext.models.roberta.RoBERTaEncoder method)
(pytext.models.roberta.RoBERTaR3F method)
(pytext.models.roberta.RoBERTaWordTaggingModel method)
(pytext.models.roberta.SELFIE method)
(pytext.models.semantic_parsers.rnng.rnng_parser.RNNGParserBase method)
(pytext.models.seq_models.attention.DecoupledMultiheadAttention method)
(pytext.models.seq_models.attention.DotAttention method)
(pytext.models.seq_models.attention.MultiheadAttention method)
(pytext.models.seq_models.base.PlaceholderAttentionIdentity method)
(pytext.models.seq_models.base.PlaceholderIdentity method)
(pytext.models.seq_models.conv_decoder.LightConvDecoder method)
(pytext.models.seq_models.conv_decoder.LightConvDecoderLayer method)
(pytext.models.seq_models.conv_decoder.LightConvDecoupledDecoder method)
(pytext.models.seq_models.conv_encoder.LightConvEncoder method)
(pytext.models.seq_models.conv_encoder.LightConvEncoderLayer method)
(pytext.models.seq_models.conv_model.CNNModel method)
(pytext.models.seq_models.light_conv.LightweightConv method)
(pytext.models.seq_models.mask_generator.MaskedSequenceGenerator method)
(pytext.models.seq_models.nar_length.ConvLengthPredictionModule method)
(pytext.models.seq_models.nar_length.MaskedLengthPredictionModule method)
(pytext.models.seq_models.positional.LearnedPositionalEmbedding method)
(pytext.models.seq_models.positional.SinusoidalPositionalEmbedding method)
(pytext.models.seq_models.projection_layers.DecoderWithLinearOutputProjection method)
(pytext.models.seq_models.projection_layers.DecoupledDecoderHead method)
(pytext.models.seq_models.rnn_decoder.DecoderWithLinearOutputProjection method)
(pytext.models.seq_models.rnn_encoder.BiLSTM method)
(pytext.models.seq_models.rnn_encoder.LSTMSequenceEncoder method)
(pytext.models.seq_models.rnn_encoder_decoder.RNNModel method)
(pytext.models.seq_models.seq2seq_model.Seq2SeqModel method)
(pytext.models.two_tower_classification_model.TwoTowerClassificationModel method)
(pytext.task.accelerator_lowering.AcceleratorBiLSTM method)
(pytext.task.accelerator_lowering.AcceleratorTransformer method)
(pytext.task.accelerator_lowering.AcceleratorTransformerLayersInternal method)
(pytext.torchscript.seq2seq.beam_decode.BeamDecode method)
(pytext.torchscript.seq2seq.beam_search.BeamSearch method)
(pytext.torchscript.seq2seq.decoder.DecoderBatchedStepEnsemble method)
(pytext.torchscript.seq2seq.encoder.EncoderEnsemble method)
(pytext.torchscript.seq2seq.export_model.Seq2SeqJIT method)
(pytext.torchscript.seq2seq.scripted_seq2seq_generator.ScriptedSequenceGenerator method)
(pytext.torchscript.tensorizer.VectorNormalizer method)
(pytext.torchscript.tensorizer.normalizer.VectorNormalizer method)
(pytext.utils.lazy.Lazy method)
(pytext.utils.loss.LagrangeMultiplier static method)
forward_layers (pytext.models.representations.augmented_lstm.AugmentedLSTM attribute)
forward_unprojected() (pytext.models.seq_models.conv_decoder.LightConvDecoderBase method)
(pytext.models.seq_models.rnn_decoder.DecoderWithLinearOutputProjection method)
(pytext.models.seq_models.rnn_decoder.RNNDecoderBase method)
forward_with_noise() (pytext.models.r3f_models.R3FPyTextMixin method)
FP (pytext.metrics.Confusions attribute)
,
[1]
fp16 (pytext.config.pytext_config.LogitsConfig attribute)
FP16Optimizer (class in pytext.optimizer.fp16_optimizer)
FP16OptimizerApex (class in pytext.optimizer.fp16_optimizer)
FP16OptimizerDeprecated (class in pytext.optimizer.fp16_optimizer)
FP16OptimizerFairseq (class in pytext.optimizer.fp16_optimizer)
frame_accuracies_by_depth (pytext.metrics.intent_slot_metrics.AllMetrics attribute)
,
[1]
frame_accuracy (pytext.metrics.intent_slot_metrics.AllMetrics attribute)
,
[1]
(pytext.metrics.intent_slot_metrics.FrameAccuracy attribute)
frame_accuracy_top_k (pytext.metrics.intent_slot_metrics.AllMetrics attribute)
frame_to_str() (in module pytext.metric_reporters.intent_slot_detection_metric_reporter)
FrameAccuraciesByDepth (in module pytext.metrics.intent_slot_metrics)
FrameAccuracy (class in pytext.metrics.intent_slot_metrics)
FramePredictionPair (class in pytext.metrics.intent_slot_metrics)
freeze() (pytext.models.embeddings.word_embedding.WordEmbedding method)
(pytext.models.embeddings.WordEmbedding method)
(pytext.models.embeddings.WordSeqEmbedding method)
(pytext.models.embeddings.word_seq_embedding.WordSeqEmbedding method)
(pytext.models.module.Module method)
FREQUENCY (pytext.models.masking_utils.MaskingStrategy attribute)
frequency_based_masking() (in module pytext.models.masking_utils)
from_config() (pytext.config.component.Component class method)
(pytext.data.AlternatingRandomizedBatchSampler class method)
(pytext.data.BaseBatchSampler class method)
(pytext.data.Batcher class method)
(pytext.data.Data class method)
(pytext.data.DisjointMultitaskData class method)
(pytext.data.DynamicPoolingBatcher class method)
(pytext.data.NaturalBatchSampler class method)
(pytext.data.PoolingBatcher class method)
(pytext.data.RandomizedBatchSampler class method)
(pytext.data.RoundRobinBatchSampler class method)
(pytext.data.Tensorizer class method)
(pytext.data.batch_sampler.AlternatingRandomizedBatchSampler class method)
(pytext.data.batch_sampler.BaseBatchSampler class method)
(pytext.data.batch_sampler.NaturalBatchSampler class method)
(pytext.data.batch_sampler.RandomizedBatchSampler class method)
(pytext.data.batch_sampler.RoundRobinBatchSampler class method)
(pytext.data.bert_tensorizer.BERTTensorizer class method)
(pytext.data.data.Batcher class method)
(pytext.data.data.Data class method)
(pytext.data.data.PoolingBatcher class method)
(pytext.data.dense_retrieval_tensorizer.RoBERTaContextTensorizerForDenseRetrieval class method)
(pytext.data.disjoint_multitask_data.DisjointMultitaskData class method)
(pytext.data.dynamic_pooling_batcher.DynamicPoolingBatcher class method)
(pytext.data.featurizer.Featurizer class method)
(pytext.data.featurizer.featurizer.Featurizer class method)
(pytext.data.masked_tensorizer.MaskedTokenTensorizer class method)
(pytext.data.masked_util.MaskingFunction class method)
(pytext.data.masked_util.NoOpMaskingFunction class method)
(pytext.data.masked_util.RandomizedMaskingFunction class method)
(pytext.data.masked_util.TreeMask class method)
(pytext.data.packed_lm_data.PackedLMData class method)
(pytext.data.roberta_tensorizer.RoBERTaTensorizer class method)
(pytext.data.roberta_tensorizer.RoBERTaTokenLevelTensorizer class method)
(pytext.data.sources.DenseRetrievalDataSource class method)
(pytext.data.sources.PandasDataSource class method)
(pytext.data.sources.SquadDataSource class method)
(pytext.data.sources.TSVDataSource class method)
(pytext.data.sources.conllu.CoNLLUPOSDataSource class method)
(pytext.data.sources.dense_retrieval.DenseRetrievalDataSource class method)
(pytext.data.sources.pandas.PandasDataSource class method)
(pytext.data.sources.squad.SquadDataSource class method)
(pytext.data.sources.tsv.TSVDataSource class method)
(pytext.data.squad_for_bert_tensorizer.SquadForBERTTensorizer class method)
(pytext.data.squad_for_bert_tensorizer.SquadForBERTTensorizerForKD class method)
(pytext.data.squad_for_bert_tensorizer.SquadForRoBERTaTensorizer class method)
(pytext.data.squad_for_bert_tensorizer.SquadForRoBERTaTensorizerForKD class method)
(pytext.data.squad_tensorizer.SquadTensorizer class method)
(pytext.data.squad_tensorizer.SquadTensorizerForKD class method)
(pytext.data.tensorizers.AnnotationNumberizer class method)
(pytext.data.tensorizers.ByteTensorizer class method)
(pytext.data.tensorizers.ByteTokenTensorizer class method)
(pytext.data.tensorizers.CharacterVocabTokenTensorizer class method)
(pytext.data.tensorizers.Float1DListTensorizer class method)
(pytext.data.tensorizers.FloatListSeqTensorizer class method)
(pytext.data.tensorizers.FloatListTensorizer class method)
(pytext.data.tensorizers.FloatTensorizer class method)
(pytext.data.tensorizers.GazetteerTensorizer class method)
(pytext.data.tensorizers.Integer1DListTensorizer class method)
(pytext.data.tensorizers.LabelListRankTensorizer class method)
(pytext.data.tensorizers.LabelListTensorizer class method)
(pytext.data.tensorizers.LabelTensorizer class method)
(pytext.data.tensorizers.MetricTensorizer class method)
(pytext.data.tensorizers.NumericLabelTensorizer class method)
(pytext.data.tensorizers.SeqTokenTensorizer class method)
(pytext.data.tensorizers.SlotLabelTensorizer class method)
(pytext.data.tensorizers.SoftLabelTensorizer class method)
(pytext.data.tensorizers.String2DListTensorizer class method)
(pytext.data.tensorizers.Tensorizer class method)
(pytext.data.tensorizers.TokenTensorizer class method)
(pytext.data.tensorizers.UidTensorizer class method)
(pytext.data.token_tensorizer.ScriptBasedTokenTensorizer class method)
(pytext.data.tokenizers.DoNothingTokenizer class method)
(pytext.data.tokenizers.GPT2BPETokenizer class method)
(pytext.data.tokenizers.SentencePieceTokenizer class method)
(pytext.data.tokenizers.Tokenizer class method)
(pytext.data.tokenizers.WordPieceTokenizer class method)
(pytext.data.tokenizers.tokenizer.BERTInitialTokenizer class method)
(pytext.data.tokenizers.tokenizer.DoNothingTokenizer class method)
(pytext.data.tokenizers.tokenizer.GPT2BPETokenizer class method)
(pytext.data.tokenizers.tokenizer.SentencePieceTokenizer class method)
(pytext.data.tokenizers.tokenizer.Tokenizer class method)
(pytext.data.tokenizers.tokenizer.WordPieceTokenizer class method)
(pytext.data.xlm_tensorizer.XLMTensorizer class method)
(pytext.exporters.ModelExporter class method)
(pytext.exporters.exporter.ModelExporter class method)
(pytext.fields.Field class method)
(pytext.fields.field.Field class method)
(pytext.metric_reporters.CalibrationMetricReporter class method)
(pytext.metric_reporters.ClassificationMetricReporter class method)
(pytext.metric_reporters.CompositionalMetricReporter class method)
(pytext.metric_reporters.DenseRetrievalMetricReporter class method)
(pytext.metric_reporters.IntentSlotMetricReporter class method)
(pytext.metric_reporters.LanguageModelMetricReporter class method)
(pytext.metric_reporters.MultiLabelSequenceTaggingMetricReporter class method)
(pytext.metric_reporters.NERMetricReporter class method)
(pytext.metric_reporters.PairwiseRankingMetricReporter class method)
(pytext.metric_reporters.PureLossMetricReporter class method)
(pytext.metric_reporters.RegressionMetricReporter class method)
(pytext.metric_reporters.SequenceTaggingMetricReporter class method)
(pytext.metric_reporters.SquadMetricReporter class method)
(pytext.metric_reporters.WordTaggingMetricReporter class method)
(pytext.metric_reporters.calibration_metric_reporter.CalibrationMetricReporter class method)
(pytext.metric_reporters.classification_metric_reporter.ClassificationMetricReporter class method)
(pytext.metric_reporters.compositional_metric_reporter.CompositionalMetricReporter class method)
(pytext.metric_reporters.dense_retrieval_metric_reporter.DenseRetrievalMetricReporter class method)
(pytext.metric_reporters.intent_slot_detection_metric_reporter.IntentSlotMetricReporter class method)
(pytext.metric_reporters.language_model_metric_reporter.LanguageModelMetricReporter class method)
(pytext.metric_reporters.language_model_metric_reporter.MaskedLMMetricReporter class method)
(pytext.metric_reporters.metric_reporter.PureLossMetricReporter class method)
(pytext.metric_reporters.pairwise_ranking_metric_reporter.PairwiseRankingMetricReporter class method)
(pytext.metric_reporters.regression_metric_reporter.RegressionMetricReporter class method)
(pytext.metric_reporters.seq2seq_compositional.Seq2SeqCompositionalMetricReporter class method)
(pytext.metric_reporters.seq2seq_metric_reporter.Seq2SeqMetricReporter class method)
(pytext.metric_reporters.squad_metric_reporter.SquadMetricReporter class method)
(pytext.metric_reporters.word_tagging_metric_reporter.MultiLabelSequenceTaggingMetricReporter class method)
(pytext.metric_reporters.word_tagging_metric_reporter.NERMetricReporter class method)
(pytext.metric_reporters.word_tagging_metric_reporter.SequenceTaggingMetricReporter class method)
(pytext.metric_reporters.word_tagging_metric_reporter.WordTaggingMetricReporter class method)
(pytext.models.Model class method)
(pytext.models.TwoTowerClassificationModel class method)
(pytext.models.bert_regression_model.NewBertRegressionModel class method)
(pytext.models.doc_model.DocModel class method)
(pytext.models.doc_model.DocRegressionModel class method)
(pytext.models.doc_model.PersonalizedDocModel class method)
(pytext.models.embeddings.CharacterEmbedding class method)
(pytext.models.embeddings.ContextualTokenEmbedding class method)
(pytext.models.embeddings.DictEmbedding class method)
(pytext.models.embeddings.MLPEmbedding class method)
(pytext.models.embeddings.WordEmbedding class method)
(pytext.models.embeddings.WordSeqEmbedding class method)
(pytext.models.embeddings.char_embedding.CharacterEmbedding class method)
(pytext.models.embeddings.contextual_token_embedding.ContextualTokenEmbedding class method)
(pytext.models.embeddings.dict_embedding.DictEmbedding class method)
(pytext.models.embeddings.mlp_embedding.MLPEmbedding class method)
(pytext.models.embeddings.word_embedding.WordEmbedding class method)
(pytext.models.embeddings.word_seq_embedding.WordSeqEmbedding class method)
(pytext.models.ensembles.EnsembleModel class method)
(pytext.models.ensembles.ensemble.EnsembleModel class method)
(pytext.models.joint_model.IntentSlotModel class method)
(pytext.models.language_models.lmlstm.LMLSTM class method)
(pytext.models.masked_lm.MaskedLanguageModel class method)
(pytext.models.model.Model class method)
(pytext.models.output_layers.CRFOutputLayer class method)
(pytext.models.output_layers.ClassificationOutputLayer class method)
(pytext.models.output_layers.PairwiseCosineDistanceOutputLayer class method)
(pytext.models.output_layers.PairwiseCosineRegressionOutputLayer class method)
(pytext.models.output_layers.PairwiseRankingOutputLayer class method)
(pytext.models.output_layers.RegressionOutputLayer class method)
(pytext.models.output_layers.WordTaggingOutputLayer class method)
(pytext.models.output_layers.distance_output_layer.PairwiseCosineDistanceOutputLayer class method)
(pytext.models.output_layers.doc_classification_output_layer.ClassificationOutputLayer class method)
(pytext.models.output_layers.doc_regression_output_layer.PairwiseCosineRegressionOutputLayer class method)
(pytext.models.output_layers.doc_regression_output_layer.RegressionOutputLayer class method)
(pytext.models.output_layers.intent_slot_output_layer.IntentSlotOutputLayer class method)
(pytext.models.output_layers.lm_output_layer.LMOutputLayer class method)
(pytext.models.output_layers.multi_label_classification_layer.MultiLabelClassificationLayer class method)
(pytext.models.output_layers.pairwise_ranking_output_layer.PairwiseRankingOutputLayer class method)
(pytext.models.output_layers.squad_output_layer.SquadOutputLayer class method)
(pytext.models.output_layers.word_tagging_output_layer.CRFOutputLayer class method)
(pytext.models.output_layers.word_tagging_output_layer.WordTaggingOutputLayer class method)
(pytext.models.pair_classification_model.BasePairwiseModel class method)
(pytext.models.pair_classification_model.PairwiseModel class method)
(pytext.models.qna.bert_squad_qa.BertSquadQAModel class method)
(pytext.models.qna.dr_qa.DrQAModel class method)
(pytext.models.query_document_pairwise_ranking_model.QueryDocPairwiseRankingModel class method)
(pytext.models.representations.attention.DotProductSelfAttention class method)
(pytext.models.representations.attention.MultiplicativeAttention class method)
(pytext.models.representations.attention.SequenceAlignedAttention class method)
(pytext.models.representations.transformer_sentence_encoder_base.TransformerSentenceEncoderBase class method)
(pytext.models.roberta.RoBERTaWordTaggingModel class method)
(pytext.models.semantic_parsers.rnng.rnng_parser.RNNGParserBase class method)
(pytext.models.seq_models.attention.MultiheadAttention class method)
(pytext.models.seq_models.conv_decoder.LightConvDecoderBase class method)
(pytext.models.seq_models.conv_decoder.LightConvDecoderLayer class method)
(pytext.models.seq_models.conv_decoder.LightConvDecoupledDecoder class method)
(pytext.models.seq_models.conv_encoder.LightConvEncoder class method)
(pytext.models.seq_models.conv_encoder.LightConvEncoderLayer class method)
(pytext.models.seq_models.conv_model.CNNModel class method)
(pytext.models.seq_models.light_conv.LightweightConv class method)
(pytext.models.seq_models.mask_generator.MaskedSequenceGenerator class method)
(pytext.models.seq_models.nar_length.ConvLengthPredictionModule class method)
(pytext.models.seq_models.nar_length.MaskedLengthPredictionModule class method)
(pytext.models.seq_models.nar_output_layer.NARSeq2SeqOutputLayer class method)
(pytext.models.seq_models.rnn_decoder.RNNDecoderBase class method)
(pytext.models.seq_models.rnn_encoder.LSTMSequenceEncoder class method)
(pytext.models.seq_models.rnn_encoder_decoder.RNNModel class method)
(pytext.models.seq_models.seq2seq_model.Seq2SeqModel class method)
(pytext.models.seq_models.seq2seq_output_layer.Seq2SeqOutputLayer class method)
(pytext.models.two_tower_classification_model.TwoTowerClassificationModel class method)
(pytext.models.word_model.WordTaggingModel class method)
(pytext.optimizer.adabelief.AdaBelief class method)
(pytext.optimizer.fp16_optimizer.FP16OptimizerApex class method)
(pytext.optimizer.fp16_optimizer.FP16OptimizerFairseq class method)
(pytext.optimizer.fp16_optimizer.MemoryEfficientFP16OptimizerFairseq class method)
(pytext.optimizer.lamb.Lamb class method)
(pytext.optimizer.madgrad.MADGRAD class method)
(pytext.optimizer.optimizers.Adagrad class method)
(pytext.optimizer.optimizers.Adam class method)
(pytext.optimizer.optimizers.AdamW class method)
(pytext.optimizer.optimizers.SGD class method)
(pytext.optimizer.privacy_engine.PrivacyEngine class method)
(pytext.optimizer.radam.RAdam class method)
(pytext.optimizer.scheduler.CosineAnnealingLR class method)
(pytext.optimizer.scheduler.CyclicLR class method)
(pytext.optimizer.scheduler.ExponentialLR class method)
(pytext.optimizer.scheduler.LmFineTuning class method)
(pytext.optimizer.scheduler.PolynomialDecayScheduler class method)
(pytext.optimizer.scheduler.ReduceLROnPlateau class method)
(pytext.optimizer.scheduler.SchedulerWithWarmup class method)
(pytext.optimizer.scheduler.StepLR class method)
(pytext.optimizer.scheduler.WarmupScheduler class method)
(pytext.optimizer.sparsifiers.blockwise_sparsifier.BlockwiseMagnitudeSparsifier class method)
(pytext.optimizer.sparsifiers.sparsifier.CRF_L1_SoftThresholding class method)
(pytext.optimizer.sparsifiers.sparsifier.CRF_MagnitudeThresholding class method)
(pytext.optimizer.sparsifiers.sparsifier.L0_projection_sparsifier class method)
(pytext.optimizer.sparsifiers.sparsifier.SensitivityAnalysisSparsifier class method)
(pytext.optimizer.swa.StochasticWeightAveraging class method)
(pytext.task.TaskBase class method)
(pytext.task.disjoint_multitask.DisjointMultitask class method)
(pytext.task.disjoint_multitask.NewDisjointMultitask class method)
(pytext.task.task.TaskBase class method)
(pytext.task.tasks.PairwiseClassificationTask class method)
(pytext.torchscript.seq2seq.scripted_seq2seq_generator.ScriptedSequenceGenerator class method)
(pytext.trainers.EnsembleTrainer class method)
(pytext.trainers.HogwildTrainer class method)
(pytext.trainers.HogwildTrainer_Deprecated class method)
(pytext.trainers.Trainer class method)
(pytext.trainers.ensemble_trainer.EnsembleTrainer class method)
(pytext.trainers.hogwild_trainer.HogwildTrainer class method)
(pytext.trainers.hogwild_trainer.HogwildTrainer_Deprecated class method)
(pytext.trainers.trainer.Trainer class method)
from_config_and_label_names() (pytext.metric_reporters.classification_metric_reporter.ClassificationMetricReporter class method)
(pytext.metric_reporters.ClassificationMetricReporter class method)
from_vocab_file() (pytext.torchscript.tokenizer.bpe.ScriptBPE class method)
(pytext.torchscript.tokenizer.ScriptBPE class method)
from_vocab_filename() (pytext.torchscript.tokenizer.bpe.ScriptBPE class method)
(pytext.torchscript.tokenizer.ScriptBPE class method)
G
gamma (pytext.data.dynamic_pooling_batcher.ExponentialBatcherSchedulerConfig attribute)
gazetteer_feat_lengths (pytext.data.featurizer.featurizer.OutputRecord attribute)
(pytext.data.featurizer.OutputRecord attribute)
gazetteer_feat_weights (pytext.data.featurizer.featurizer.OutputRecord attribute)
(pytext.data.featurizer.OutputRecord attribute)
gazetteer_feats (pytext.data.featurizer.featurizer.OutputRecord attribute)
(pytext.data.featurizer.OutputRecord attribute)
GazetteerTensorizer (class in pytext.data.tensorizers)
GeLU (class in pytext.models.representations.transformer.residual_mlp)
GELU (pytext.config.module_config.Activation attribute)
gen_additional_blobs() (pytext.models.output_layers.OutputLayerUtils static method)
(pytext.models.output_layers.utils.OutputLayerUtils static method)
gen_config_impl() (in module pytext.main)
gen_content() (pytext.metric_reporters.channel.FileChannel method)
(pytext.metric_reporters.language_model_metric_reporter.LanguageModelChannel method)
(pytext.metric_reporters.seq2seq_compositional.CompositionalSeq2SeqFileChannel method)
(pytext.metric_reporters.seq2seq_metric_reporter.Seq2SeqFileChannel method)
(pytext.metric_reporters.squad_metric_reporter.SquadFileChannel method)
gen_dataset() (pytext.data.data_handler.DataHandler method)
(pytext.data.DataHandler method)
gen_dataset_from_path() (pytext.data.data_handler.DataHandler method)
(pytext.data.DataHandler method)
gen_extra_context() (pytext.metric_reporters.compositional_metric_reporter.CompositionalMetricReporter method)
(pytext.metric_reporters.CompositionalMetricReporter method)
(pytext.metric_reporters.MetricReporter method)
(pytext.metric_reporters.metric_reporter.MetricReporter method)
(pytext.metric_reporters.seq2seq_metric_reporter.Seq2SeqMetricReporter method)
gen_masked_source_target() (pytext.data.masked_util.MaskEverything method)
(pytext.data.masked_util.MaskingFunction method)
(pytext.data.masked_util.NoOpMaskingFunction method)
(pytext.data.masked_util.RandomizedMaskingFunction method)
(pytext.data.masked_util.TreeMask method)
gen_masked_tree() (pytext.data.masked_util.MaskEverything method)
(pytext.data.masked_util.TreeMask method)
generate_checkpoint_path() (in module pytext.task.serialize)
generate_hypo() (pytext.models.seq_models.mask_generator.MaskedSequenceGenerator method)
(pytext.torchscript.seq2seq.scripted_seq2seq_generator.ScriptedSequenceGenerator method)
generate_non_autoregressive() (pytext.models.seq_models.mask_generator.MaskedSequenceGenerator method)
generate_params() (in module pytext.optimizer.fp16_optimizer)
generator_iterator() (in module pytext.data)
(in module pytext.data.data)
generator_property (in module pytext.data.sources.data_source)
GeneratorFP16Optimizer (class in pytext.optimizer.fp16_optimizer)
GeneratorIterator (class in pytext.data.sources.data_source)
GeneratorMethodProperty (class in pytext.data.sources.data_source)
get() (pytext.config.component.Registry class method)
get_absolute_path() (in module pytext.utils.path)
get_activation() (in module pytext.optimizer.activations)
get_annotation_from_string() (pytext.metric_reporters.seq2seq_compositional.Seq2SeqCompositionalMetricReporter method)
get_batch_size() (pytext.data.data.PoolingBatcher method)
(pytext.data.DynamicPoolingBatcher method)
(pytext.data.PoolingBatcher method)
(pytext.data.dynamic_pooling_batcher.DynamicPoolingBatcher method)
get_beam_ranking_function() (in module pytext.models.seq_models.mask_generator)
get_bos_index() (pytext.data.utils.Vocabulary method)
get_bucket_accuracy() (in module pytext.metrics.calibration_metrics)
get_bucket_confidence() (in module pytext.metrics.calibration_metrics)
get_bucket_scores() (in module pytext.metrics.calibration_metrics)
get_class_members_recursive() (in module pytext.utils.documentation)
get_clip_length() (pytext.models.seq_models.mask_generator.MaskedSequenceGenerator method)
get_component_name() (in module pytext.config.component)
get_compressed_projection() (pytext.models.representations.transformer.multihead_linear_attention.MultiheadLinearAttention method)
(pytext.models.representations.transformer.MultiheadLinearAttention method)
(pytext.models.representations.transformer.QuantizedMultiheadLinearAttention method)
(pytext.models.representations.transformer.multihead_linear_attention.QuantizedMultiheadLinearAttention method)
get_config_fields() (in module pytext.utils.documentation)
get_cost_fn() (in module pytext.loss.structured_loss)
get_current_sparsity() (pytext.optimizer.sparsifiers.blockwise_sparsifier.BlockwiseMagnitudeSparsifier method)
(pytext.optimizer.sparsifiers.sparsifier.SensitivityAnalysisSparsifier method)
(pytext.optimizer.sparsifiers.sparsifier.Sparsifier method)
get_decoder() (pytext.models.decoders.decoder_base.DecoderBase method)
(pytext.models.decoders.DecoderBase method)
(pytext.models.decoders.IntentSlotModelDecoder method)
(pytext.models.decoders.MLPDecoder method)
(pytext.models.decoders.intent_slot_model_decoder.IntentSlotModelDecoder method)
(pytext.models.decoders.mlp_decoder.MLPDecoder method)
(pytext.models.decoders.mlp_decoder_query_response.MLPDecoderQueryResponse method)
(pytext.models.decoders.mlp_decoder_two_tower.MLPDecoderTwoTower method)
(pytext.models.decoders.multilabel_decoder.MultiLabelDecoder method)
get_depth() (pytext.data.data_structures.node.Node method)
get_dropout_mask() (pytext.models.representations.augmented_lstm.AugmentedLSTMUnidirectional method)
get_embedding_module() (pytext.models.r3f_models.R3FPyTextMixin method)
(pytext.models.roberta.RoBERTaR3F method)
(pytext.models.seq_models.conv_model.CNNModel method)
get_embedding_module_from_path() (pytext.task.nop_decorator.accelerator class method)
get_encoder_out() (pytext.models.seq_models.mask_generator.MaskedSequenceGenerator method)
get_eos_index() (pytext.data.utils.Vocabulary method)
get_eval_iter() (pytext.data.data_handler.DataHandler method)
(pytext.data.DataHandler method)
(pytext.data.DisjointMultitaskDataHandler method)
(pytext.data.disjoint_multitask_data_handler.DisjointMultitaskDataHandler method)
get_export_accelerate() (pytext.config.pytext_config.PyTextConfig method)
get_export_batch_padding_control() (pytext.config.pytext_config.PyTextConfig method)
get_export_caffe2_path() (pytext.config.pytext_config.PyTextConfig method)
get_export_inference_interface() (pytext.config.pytext_config.PyTextConfig method)
get_export_input_names() (pytext.models.doc_model.ByteTokensDocumentModel method)
(pytext.models.doc_model.DocModel method)
(pytext.models.doc_model.PersonalizedDocModel method)
(pytext.models.ensembles.EnsembleModel method)
(pytext.models.ensembles.ensemble.EnsembleModel method)
(pytext.models.joint_model.IntentSlotModel method)
(pytext.models.language_models.lmlstm.LMLSTM method)
(pytext.models.semantic_parsers.rnng.rnng_parser.RNNGParser method)
(pytext.models.seq_models.contextual_intent_slot.ContextualIntentSlotModel method)
(pytext.models.word_model.WordTaggingLiteModel method)
(pytext.models.word_model.WordTaggingModel method)
get_export_onnx_path() (pytext.config.pytext_config.PyTextConfig method)
get_export_output_names() (pytext.models.doc_model.DocModel method)
(pytext.models.ensembles.EnsembleModel method)
(pytext.models.ensembles.ensemble.EnsembleModel method)
(pytext.models.joint_model.IntentSlotModel method)
(pytext.models.language_models.lmlstm.LMLSTM method)
(pytext.models.semantic_parsers.rnng.rnng_parser.RNNGParser method)
(pytext.models.word_model.WordTaggingModel method)
get_export_paths() (pytext.exporters.custom_exporters.InitPredictNetExporter method)
(pytext.exporters.InitPredictNetExporter method)
get_export_seq_padding_control() (pytext.config.pytext_config.PyTextConfig method)
get_export_target() (pytext.config.pytext_config.PyTextConfig method)
get_export_torchscript_path() (pytext.config.pytext_config.PyTextConfig method)
get_export_torchscript_quantize() (pytext.config.pytext_config.PyTextConfig method)
get_exporter() (in module pytext.exporters.custom_exporters)
get_extra_params() (pytext.exporters.exporter.ModelExporter method)
(pytext.exporters.ModelExporter method)
get_feature_metadata() (pytext.exporters.custom_exporters.DenseFeatureExporter class method)
(pytext.exporters.DenseFeatureExporter class method)
(pytext.exporters.ModelExporter class method)
(pytext.exporters.exporter.ModelExporter class method)
get_first_config() (pytext.config.pytext_config.PyTextConfig method)
get_gradients() (pytext.metric_reporters.metric_reporter.MetricReporter method)
(pytext.metric_reporters.MetricReporter method)
get_in_dim() (pytext.models.decoders.decoder_base.DecoderBase method)
(pytext.models.decoders.DecoderBase method)
get_incremental_state() (pytext.models.seq_models.base.PyTextIncrementalDecoderComponent method)
get_info() (pytext.data.data_structures.annotation.Node method)
get_json_config_iterator() (in module pytext.config.config_adapter)
get_label_weights() (in module pytext.utils.label)
get_lang_id() (pytext.data.xlm_tensorizer.XLMTensorizer method)
get_latest_checkpoint_path() (in module pytext.task)
(in module pytext.task.serialize)
(pytext.task.serialize.CheckpointManager method)
(pytext.task.serialize.PyTextCheckpointManagerInterface method)
get_logits() (in module pytext.workflow)
get_loss() (pytext.models.BaseModel method)
(pytext.models.disjoint_multitask_model.DisjointMultitaskModel method)
(pytext.models.model.BaseModel method)
(pytext.models.output_layers.CRFOutputLayer method)
(pytext.models.output_layers.DenseRetrievalOutputLayer method)
(pytext.models.output_layers.OutputLayerBase method)
(pytext.models.output_layers.PairwiseCosineDistanceOutputLayer method)
(pytext.models.output_layers.PairwiseCosineRegressionOutputLayer method)
(pytext.models.output_layers.RegressionOutputLayer method)
(pytext.models.output_layers.WordTaggingOutputLayer method)
(pytext.models.output_layers.distance_output_layer.DenseRetrievalOutputLayer method)
(pytext.models.output_layers.distance_output_layer.PairwiseCosineDistanceOutputLayer method)
(pytext.models.output_layers.doc_regression_output_layer.PairwiseCosineRegressionOutputLayer method)
(pytext.models.output_layers.doc_regression_output_layer.RegressionOutputLayer method)
(pytext.models.output_layers.intent_slot_output_layer.IntentSlotOutputLayer method)
(pytext.models.output_layers.lm_output_layer.LMOutputLayer method)
(pytext.models.output_layers.multi_label_classification_layer.MultiLabelClassificationLayer method)
(pytext.models.output_layers.output_layer_base.OutputLayerBase method)
(pytext.models.output_layers.squad_output_layer.SquadOutputLayer method)
(pytext.models.output_layers.word_tagging_output_layer.CRFOutputLayer method)
(pytext.models.output_layers.word_tagging_output_layer.WordTaggingOutputLayer method)
(pytext.models.semantic_parsers.rnng.rnng_parser.RNNGParserBase method)
(pytext.models.seq_models.nar_output_layer.NARSeq2SeqOutputLayer method)
(pytext.models.seq_models.seq2seq_output_layer.Seq2SeqOutputLayer method)
get_lr() (pytext.optimizer.scheduler.LmFineTuning method)
(pytext.optimizer.scheduler.PolynomialDecayScheduler method)
(pytext.optimizer.scheduler.SchedulerWithWarmup method)
(pytext.optimizer.scheduler.WarmupScheduler method)
get_mask_for_param() (pytext.optimizer.sparsifiers.sparsifier.SensitivityAnalysisSparsifier method)
get_mask_index() (pytext.data.utils.Vocabulary method)
get_masks() (pytext.optimizer.sparsifiers.blockwise_sparsifier.BlockwiseMagnitudeSparsifier method)
(pytext.optimizer.sparsifiers.sparsifier.L0_projection_sparsifier method)
(pytext.optimizer.sparsifiers.sparsifier.SensitivityAnalysisSparsifier method)
get_max_steps() (pytext.data.dynamic_pooling_batcher.ExponentialDynamicPoolingBatcher method)
get_meta() (pytext.fields.Field method)
(pytext.fields.NestedField method)
(pytext.fields.RawField method)
(pytext.fields.WordLabelField method)
(pytext.fields.field.Field method)
(pytext.fields.field.NestedField method)
(pytext.fields.field.RawField method)
(pytext.fields.field.WordLabelField method)
(pytext.metric_reporters.ClassificationMetricReporter method)
(pytext.metric_reporters.MetricReporter method)
(pytext.metric_reporters.classification_metric_reporter.ClassificationMetricReporter method)
(pytext.metric_reporters.metric_reporter.MetricReporter method)
get_mismatched_param() (in module pytext.utils.model)
get_mlp() (pytext.models.decoders.mlp_decoder_query_response.MLPDecoderQueryResponse static method)
(pytext.models.decoders.mlp_decoder_two_tower.MLPDecoderTwoTower static method)
(pytext.models.decoders.multilabel_decoder.MultiLabelDecoder static method)
get_model_select_metric() (pytext.metric_reporters.classification_metric_reporter.ClassificationMetricReporter method)
(pytext.metric_reporters.ClassificationMetricReporter method)
(pytext.metric_reporters.CompositionalMetricReporter method)
(pytext.metric_reporters.DenseRetrievalMetricReporter method)
(pytext.metric_reporters.IntentSlotMetricReporter method)
(pytext.metric_reporters.LanguageModelMetricReporter method)
(pytext.metric_reporters.MetricReporter method)
(pytext.metric_reporters.MultiLabelSequenceTaggingMetricReporter static method)
(pytext.metric_reporters.NERMetricReporter static method)
(pytext.metric_reporters.PairwiseRankingMetricReporter static method)
(pytext.metric_reporters.RegressionMetricReporter method)
(pytext.metric_reporters.SequenceTaggingMetricReporter static method)
(pytext.metric_reporters.SquadMetricReporter method)
(pytext.metric_reporters.WordTaggingMetricReporter method)
(pytext.metric_reporters.compositional_metric_reporter.CompositionalMetricReporter method)
(pytext.metric_reporters.dense_retrieval_metric_reporter.DenseRetrievalMetricReporter method)
(pytext.metric_reporters.disjoint_multitask_metric_reporter.DisjointMultitaskMetricReporter method)
(pytext.metric_reporters.intent_slot_detection_metric_reporter.IntentSlotMetricReporter method)
(pytext.metric_reporters.language_model_metric_reporter.LanguageModelMetricReporter method)
(pytext.metric_reporters.metric_reporter.MetricReporter method)
(pytext.metric_reporters.pairwise_ranking_metric_reporter.PairwiseRankingMetricReporter static method)
(pytext.metric_reporters.regression_metric_reporter.RegressionMetricReporter method)
(pytext.metric_reporters.seq2seq_metric_reporter.Seq2SeqMetricReporter method)
(pytext.metric_reporters.squad_metric_reporter.SquadMetricReporter method)
(pytext.metric_reporters.word_tagging_metric_reporter.MultiLabelSequenceTaggingMetricReporter static method)
(pytext.metric_reporters.word_tagging_metric_reporter.NERMetricReporter static method)
(pytext.metric_reporters.word_tagging_metric_reporter.SequenceTaggingMetricReporter static method)
(pytext.metric_reporters.word_tagging_metric_reporter.WordTaggingMetricReporter method)
get_module_from_path() (pytext.task.nop_decorator.accelerator class method)
get_modules() (pytext.task.nop_decorator.accelerator class method)
get_name_from_options() (in module pytext.config.config_adapter)
get_norm_cosine_scores() (in module pytext.models.output_layers.distance_output_layer)
get_normalized_probs() (pytext.models.seq_models.conv_model.CNNModel method)
(pytext.models.seq_models.rnn_decoder.RNNDecoderBase method)
(pytext.models.seq_models.rnn_encoder_decoder.RNNModel method)
get_num_examples_from_batch() (pytext.models.BaseModel method)
(pytext.models.doc_model.DocModel method)
(pytext.models.language_models.lmlstm.LMLSTM method)
(pytext.models.model.BaseModel method)
(pytext.models.query_document_pairwise_ranking_model.QueryDocPairwiseRankingModel method)
get_numericalize_net() (in module pytext.utils.mobile_onnx)
(in module pytext.utils.onnx)
get_out_dim() (pytext.models.decoders.decoder_base.DecoderBase method)
(pytext.models.decoders.DecoderBase method)
get_pad_index() (pytext.data.utils.Vocabulary method)
(pytext.torchscript.vocab.ScriptVocabulary method)
get_parent() (pytext.data.data_structures.annotation.Node_Info method)
(pytext.data.data_structures.annotation.Token_Info method)
get_perplexity_func() (in module pytext.metric_reporters.language_model_metric_reporter)
get_pointer_src_tokens() (pytext.models.seq_models.projection_layers.DecoupledDecoderHead method)
get_position_preds() (pytext.models.output_layers.squad_output_layer.SquadOutputLayer method)
get_post_training_snapshot_path() (in module pytext.task.serialize)
(pytext.task.serialize.CheckpointManager method)
(pytext.task.serialize.PyTextCheckpointManagerInterface method)
get_pred() (pytext.models.BaseModel method)
(pytext.models.disjoint_multitask_model.DisjointMultitaskModel method)
(pytext.models.model.BaseModel method)
(pytext.models.output_layers.CRFOutputLayer method)
(pytext.models.output_layers.ClassificationOutputLayer method)
(pytext.models.output_layers.DenseRetrievalOutputLayer method)
(pytext.models.output_layers.OutputLayerBase method)
(pytext.models.output_layers.PairwiseCosineDistanceOutputLayer method)
(pytext.models.output_layers.PairwiseCosineRegressionOutputLayer method)
(pytext.models.output_layers.PairwiseRankingOutputLayer method)
(pytext.models.output_layers.RegressionOutputLayer method)
(pytext.models.output_layers.WordTaggingOutputLayer method)
(pytext.models.output_layers.distance_output_layer.DenseRetrievalOutputLayer method)
(pytext.models.output_layers.distance_output_layer.PairwiseCosineDistanceOutputLayer method)
(pytext.models.output_layers.doc_classification_output_layer.BinaryClassificationOutputLayer method)
(pytext.models.output_layers.doc_classification_output_layer.ClassificationOutputLayer method)
(pytext.models.output_layers.doc_classification_output_layer.MultiLabelOutputLayer method)
(pytext.models.output_layers.doc_classification_output_layer.MulticlassOutputLayer method)
(pytext.models.output_layers.doc_regression_output_layer.PairwiseCosineRegressionOutputLayer method)
(pytext.models.output_layers.doc_regression_output_layer.RegressionOutputLayer method)
(pytext.models.output_layers.intent_slot_output_layer.IntentSlotOutputLayer method)
(pytext.models.output_layers.lm_output_layer.LMOutputLayer method)
(pytext.models.output_layers.multi_label_classification_layer.MultiLabelClassificationLayer method)
(pytext.models.output_layers.output_layer_base.OutputLayerBase method)
(pytext.models.output_layers.pairwise_ranking_output_layer.PairwiseRankingOutputLayer method)
(pytext.models.output_layers.squad_output_layer.SquadOutputLayer method)
(pytext.models.output_layers.word_tagging_output_layer.CRFOutputLayer method)
(pytext.models.output_layers.word_tagging_output_layer.WordTaggingOutputLayer method)
(pytext.models.semantic_parsers.rnng.rnng_parser.RNNGParserBase method)
(pytext.models.seq_models.seq2seq_model.Seq2SeqModel method)
get_predict_iter() (pytext.data.data_handler.DataHandler method)
(pytext.data.DataHandler method)
get_privacy_spent() (pytext.optimizer.privacy_engine.PrivacyEngine method)
get_probs() (pytext.models.seq_models.conv_decoder.LightConvDecoder method)
(pytext.models.seq_models.conv_decoder.LightConvDecoderBase method)
(pytext.models.seq_models.projection_layers.DecoderWithLinearOutputProjection method)
(pytext.models.seq_models.projection_layers.DecoupledDecoderHead method)
get_pytext_home() (in module pytext.utils.path)
get_r3f_loss_terms() (pytext.models.r3f_models.R3FPyTextMixin method)
get_r3f_model_output() (pytext.models.r3f_models.R3FPyTextMixin method)
get_raw_slot_str() (pytext.metric_reporters.intent_slot_detection_metric_reporter.IntentSlotMetricReporter method)
(pytext.metric_reporters.IntentSlotMetricReporter method)
get_representation_dim() (pytext.models.representations.representation_base.RepresentationBase method)
get_required_sparsifiable_params() (pytext.optimizer.sparsifiers.sparsifier.SensitivityAnalysisSparsifier method)
get_same_span() (pytext.data.data_structures.annotation.Node_Info method)
get_sample_size() (pytext.models.r3f_models.R3FPyTextMixin method)
(pytext.models.roberta.RoBERTaR3F method)
get_sentence_markers() (pytext.data.featurizer.Featurizer method)
(pytext.data.featurizer.SimpleFeaturizer method)
(pytext.data.featurizer.featurizer.Featurizer method)
(pytext.data.featurizer.simple_featurizer.SimpleFeaturizer method)
get_shard_range() (in module pytext.utils.distributed)
get_sigmoid_scores() (in module pytext.models.output_layers.distance_output_layer)
get_similarities() (pytext.loss.loss.PairwiseRankingLoss static method)
(pytext.loss.PairwiseRankingLoss static method)
get_single_pred() (pytext.models.semantic_parsers.rnng.rnng_parser.RNNGParserBase method)
get_sinusoidal_embedding() (in module pytext.models.seq_models.positional)
get_slots() (in module pytext.metric_reporters.word_tagging_metric_reporter)
get_sparsifiable_params() (pytext.optimizer.sparsifiers.blockwise_sparsifier.BlockwiseMagnitudeSparsifier method)
(pytext.optimizer.sparsifiers.sparsifier.CRF_SparsifierBase method)
(pytext.optimizer.sparsifiers.sparsifier.L0_projection_sparsifier method)
(pytext.optimizer.sparsifiers.sparsifier.SensitivityAnalysisSparsifier method)
(pytext.optimizer.sparsifiers.sparsifier.Sparsifier method)
get_src_length() (in module pytext.torchscript.seq2seq.seq2seq_rnn_decoder_utils)
get_subclasses() (in module pytext.utils.documentation)
get_substring_from_offsets() (in module pytext.utils.data)
get_test_iter() (pytext.data.data_handler.DataHandler method)
(pytext.data.DataHandler method)
(pytext.data.DisjointMultitaskDataHandler method)
(pytext.data.disjoint_multitask_data_handler.DisjointMultitaskDataHandler method)
get_test_iter_from_path() (pytext.data.data_handler.DataHandler method)
(pytext.data.DataHandler method)
get_test_iter_from_raw_data() (pytext.data.data_handler.DataHandler method)
(pytext.data.DataHandler method)
get_texts_by_index() (pytext.data.tensorizers.CharacterVocabTokenTensorizerScriptImpl method)
(pytext.data.tensorizers.TensorizerScriptImpl method)
(pytext.data.token_tensorizer.TokenTensorizerScriptImpl method)
get_title() (pytext.metric_reporters.channel.FileChannel method)
(pytext.metric_reporters.language_model_metric_reporter.LanguageModelChannel method)
(pytext.metric_reporters.seq2seq_compositional.CompositionalSeq2SeqFileChannel method)
(pytext.metric_reporters.seq2seq_metric_reporter.Seq2SeqFileChannel method)
(pytext.metric_reporters.squad_metric_reporter.SquadFileChannel method)
get_token_indices() (pytext.data.data_structures.annotation.Node method)
get_token_span() (pytext.data.data_structures.annotation.Node method)
get_tokens_by_index() (pytext.data.tensorizers.CharacterVocabTokenTensorizerScriptImpl method)
(pytext.data.tensorizers.TensorizerScriptImpl method)
(pytext.data.token_tensorizer.TokenTensorizerScriptImpl method)
get_train_iter() (pytext.data.data_handler.DataHandler method)
(pytext.data.DataHandler method)
(pytext.data.DisjointMultitaskDataHandler method)
(pytext.data.disjoint_multitask_data_handler.DisjointMultitaskDataHandler method)
get_train_iter_from_path() (pytext.data.data_handler.DataHandler method)
(pytext.data.DataHandler method)
get_train_iter_from_raw_data() (pytext.data.data_handler.DataHandler method)
(pytext.data.DataHandler method)
get_transition_sparsity() (pytext.optimizer.sparsifiers.sparsifier.CRF_SparsifierBase method)
get_transitions() (pytext.models.crf.CRF method)
get_unk_index() (pytext.data.utils.Vocabulary method)
(pytext.torchscript.vocab.ScriptVocabulary method)
get_weights_context() (pytext.models.joint_model.IntentSlotModel method)
GetTensor() (in module pytext.utils.cuda)
GLU (pytext.config.module_config.Activation attribute)
GPT2BPETest (class in pytext.data.test.tokenizers_test)
GPT2BPETokenizer (class in pytext.data.tokenizers)
(class in pytext.data.tokenizers.tokenizer)
gpu_streams_for_distributed_training (pytext.config.pytext_config.PyTextConfig attribute)
gpus (pytext.config.pytext_config.LogitsConfig attribute)
graph_mode_quantize() (pytext.models.roberta.RoBERTa method)
(pytext.models.TwoTowerClassificationModel method)
(pytext.models.two_tower_classification_model.TwoTowerClassificationModel method)
GRU (pytext.models.representations.stacked_bidirectional_rnn.RnnType attribute)
H
HAMMING (pytext.loss.CostFunctionType attribute)
(pytext.loss.structured_loss.CostFunctionType attribute)
hamming_distance() (in module pytext.loss.structured_loss)
has_added_tokens() (pytext.data.utils.VocabBuilder method)
hidden_dims (pytext.models.decoders.mlp_decoder.MLPDecoder attribute)
(pytext.models.decoders.MLPDecoder attribute)
(pytext.models.decoders.mlp_decoder.MLPDecoder.Config attribute)
hidden_size (pytext.models.representations.stacked_bidirectional_rnn.StackedBidirectionalRNN.Config attribute)
HierarchicalTimer (class in pytext.utils.timing)
Highway (class in pytext.models.embeddings.char_embedding)
highway_layers (pytext.models.embeddings.char_embedding.CharacterEmbedding attribute)
(pytext.models.embeddings.CharacterEmbedding attribute)
HingeLoss (class in pytext.loss)
(class in pytext.loss.loss)
HogwildTrainer (class in pytext.trainers)
(class in pytext.trainers.hogwild_trainer)
HogwildTrainer_Deprecated (class in pytext.trainers)
(class in pytext.trainers.hogwild_trainer)
HuggingFaceBertSentenceEncoder (class in pytext.models.representations.huggingface_bert_sentence_encoder)
HuggingFaceElectraSentenceEncoder (class in pytext.models.representations.huggingface_electra_sentence_encoder)
HYBRID (pytext.models.seq_models.positional.PostionalEmbedType attribute)
I
i_label_name (pytext.utils.data.Slot attribute)
I_LABEL_PREFIX (pytext.utils.data.Slot attribute)
IGNORE_LOSS (pytext.common.constants.BatchContext attribute)
ignore_loss_for_unsupported (pytext.models.semantic_parsers.rnng.rnng_parser.RNNGConstraints attribute)
import_tests_module() (in module pytext.utils.test)
in_dim (pytext.models.decoders.decoder_base.DecoderBase attribute)
(pytext.models.decoders.DecoderBase attribute)
include_dirs (pytext.config.pytext_config.PyTextConfig attribute)
IncorrectTypeError
increase_sparsity() (pytext.optimizer.sparsifiers.sparsifier.SensitivityAnalysisSparsifier method)
INDEX (pytext.common.constants.BatchContext attribute)
index() (pytext.data.xlm_dictionary.Dictionary method)
index_data() (pytext.data.xlm_dictionary.Dictionary static method)
Infer (class in pytext.utils.lazy)
inference_interface (pytext.config.pytext_config.ExportConfig attribute)
(pytext.config.pytext_config.PyTextConfig attribute)
init_feature_metadata() (pytext.data.data_handler.DataHandler method)
(pytext.data.DataHandler method)
init_hidden() (pytext.models.language_models.lmlstm.LMLSTM method)
init_lazy_modules() (in module pytext.utils.lazy)
init_metadata() (pytext.data.data_handler.DataHandler method)
(pytext.data.DataHandler method)
(pytext.data.DisjointMultitaskDataHandler method)
(pytext.data.disjoint_multitask_data_handler.DisjointMultitaskDataHandler method)
init_metadata_from_path() (pytext.data.data_handler.DataHandler method)
(pytext.data.DataHandler method)
init_metadata_from_raw_data() (pytext.data.data_handler.DataHandler method)
(pytext.data.DataHandler method)
init_params() (in module pytext.models.roberta)
INIT_PREDICT (pytext.config.module_config.ExporterType attribute)
init_rows (pytext.data.test.tensorizers_test.String2DListTensorizerTest attribute)
INIT_SEQ (pytext.common.constants.VocabMeta attribute)
init_target_metadata() (pytext.data.data_handler.DataHandler method)
(pytext.data.DataHandler method)
INIT_TOKEN (pytext.common.constants.VocabMeta attribute)
init_weights() (pytext.models.representations.pooling.SelfAttention method)
initialize() (in module pytext.optimizer.fp16_optimizer)
(pytext.data.Tensorizer method)
(pytext.data.bert_tensorizer.BERTTensorizerBase method)
(pytext.data.squad_tensorizer.SquadTensorizer method)
(pytext.data.tensorizers.AnnotationNumberizer method)
(pytext.data.tensorizers.CharacterTokenTensorizer method)
(pytext.data.tensorizers.CharacterVocabTokenTensorizer method)
(pytext.data.tensorizers.Float1DListTensorizer method)
(pytext.data.tensorizers.FloatListTensorizer method)
(pytext.data.tensorizers.GazetteerTensorizer method)
(pytext.data.tensorizers.Integer1DListTensorizer method)
(pytext.data.tensorizers.LabelListRankTensorizer method)
(pytext.data.tensorizers.LabelTensorizer method)
(pytext.data.tensorizers.SeqTokenTensorizer method)
(pytext.data.tensorizers.SlotLabelTensorizer method)
(pytext.data.tensorizers.String2DListTensorizer method)
(pytext.data.tensorizers.Tensorizer method)
(pytext.data.tensorizers.TokenTensorizer method)
(pytext.data.tensorizers.UidTensorizer method)
(pytext.data.token_tensorizer.ScriptBasedTokenTensorizer method)
(pytext.optimizer.sparsifiers.sparsifier.SensitivityAnalysisSparsifier method)
(pytext.optimizer.sparsifiers.sparsifier.Sparsifier method)
initialize_embeddings_weights() (pytext.utils.embeddings.PretrainedEmbedding method)
initialize_state() (pytext.optimizer.madgrad.MADGRAD method)
initialize_tensorizers() (in module pytext.data.tensorizers)
InitPredictNetExporter (class in pytext.exporters)
(class in pytext.exporters.custom_exporters)
input_linearity (pytext.models.representations.augmented_lstm.AugmentedLSTMCell attribute)
input_names (pytext.exporters.exporter.ModelExporter attribute)
(pytext.exporters.ModelExporter attribute)
input_size() (in module pytext.torchscript.batchutils)
input_start_indices (pytext.models.embeddings.embedding_list.EmbeddingList attribute)
(pytext.models.embeddings.EmbeddingList attribute)
InputRecord (class in pytext.data.featurizer)
(class in pytext.data.featurizer.featurizer)
INPUTS_PAIR (pytext.models.pair_classification_model.PairwiseModel attribute)
instance_id (pytext.models.seq_models.base.PyTextSeq2SeqModule attribute)
Integer1DListTensorizer (class in pytext.data.tensorizers)
Intent (class in pytext.data.data_structures.annotation)
intent_confusions (pytext.metrics.intent_slot_metrics.IntentSlotConfusions attribute)
,
[1]
intent_metrics (pytext.metrics.intent_slot_metrics.IntentSlotMetrics attribute)
,
[1]
intent_slot_nesting (pytext.models.semantic_parsers.rnng.rnng_parser.RNNGConstraints attribute)
intents (pytext.metrics.intent_slot_metrics.IntentsAndSlots attribute)
IntentsAndSlots (class in pytext.metrics.intent_slot_metrics)
IntentSlotConfusions (class in pytext.metrics.intent_slot_metrics)
IntentSlotMetricReporter (class in pytext.metric_reporters)
(class in pytext.metric_reporters.intent_slot_detection_metric_reporter)
IntentSlotMetrics (class in pytext.metrics.intent_slot_metrics)
IntentSlotModel (class in pytext.models.joint_model)
IntentSlotModelDecoder (class in pytext.models.decoders)
(class in pytext.models.decoders.intent_slot_model_decoder)
IntentSlotOutputLayer (class in pytext.models.output_layers.intent_slot_output_layer)
IntentSlotScores (class in pytext.models.output_layers.intent_slot_output_layer)
IntentSlotTask (class in pytext.task.tasks)
InvalidMethodInvocation
is_absolute_path() (in module pytext.utils.path)
is_component_class() (in module pytext.config.utils)
is_intent_nonterminal() (in module pytext.data.data_structures.annotation)
is_number() (in module pytext.utils.data)
is_slot_nonterminal() (in module pytext.data.data_structures.annotation)
is_type_specifier() (in module pytext.config.config_adapter)
is_unsupported() (in module pytext.data.data_structures.annotation)
is_valid_nonterminal() (in module pytext.data.data_structures.annotation)
is_valid_tree() (in module pytext.metric_reporters.compositional_utils)
items() (pytext.config.pytext_config.ConfigBase method)
iter_to_set_epoch (pytext.data.disjoint_multitask_data_handler.RoundRobinBatchIterator attribute)
iterators (pytext.data.disjoint_multitask_data_handler.RoundRobinBatchIterator attribute)
J
JointCNNRepresentation (class in pytext.models.representations.jointcnn_rep)
K
kernel_num (pytext.config.module_config.CNNParams attribute)
kernel_sizes (pytext.config.module_config.CNNParams attribute)
KLDivergenceBCELoss (class in pytext.loss)
(class in pytext.loss.loss)
KLDivergenceCELoss (class in pytext.loss)
(class in pytext.loss.loss)
L
L0_projection_sparsifier (class in pytext.optimizer.sparsifiers.sparsifier)
label (pytext.data.data_structures.node.Node attribute)
,
[1]
(pytext.metric_reporters.word_tagging_metric_reporter.Span attribute)
(pytext.metrics.intent_slot_metrics.Node attribute)
label_accuracy (pytext.metrics.MultiLabelSoftClassificationMetrics attribute)
LABEL_AVG_PRECISION (pytext.metric_reporters.classification_metric_reporter.ComparableClassificationMetric attribute)
label_confusions_map (pytext.metrics.PerLabelConfusions attribute)
,
[1]
LABEL_F1 (pytext.metric_reporters.classification_metric_reporter.ComparableClassificationMetric attribute)
LABEL_ROC_AUC (pytext.metric_reporters.classification_metric_reporter.ComparableClassificationMetric attribute)
label_scores (pytext.metrics.LabelListPrediction attribute)
,
[1]
(pytext.metrics.LabelPrediction attribute)
,
[1]
label_weights (pytext.config.field_config.DocLabelConfig attribute)
LabelListPrediction (class in pytext.metrics)
LabelListRankTensorizer (class in pytext.data.tensorizers)
LabelListTensorizer (class in pytext.data.tensorizers)
LabelPrediction (class in pytext.metrics)
labels (pytext.data.data_handler.DataHandler attribute)
(pytext.data.DataHandler attribute)
LABELS_COLUMN (pytext.metric_reporters.language_model_metric_reporter.LanguageModelMetricReporter attribute)
(pytext.metric_reporters.LanguageModelMetricReporter attribute)
LabelSmoothedCrossEntropyLoss (class in pytext.loss)
(class in pytext.loss.loss)
LabelSmoothingLoss (class in pytext.loss)
(class in pytext.loss.regularized_loss)
LabelTensorizer (class in pytext.data.tensorizers)
lagrange_multiplier() (in module pytext.utils.loss)
LagrangeMultiplier (class in pytext.utils.loss)
Lamb (class in pytext.optimizer.lamb)
LANGUAGE_ID (pytext.common.constants.DFColumn attribute)
LANGUAGE_ID_FIELD (pytext.common.constants.DatasetFieldName attribute)
LanguageModelChannel (class in pytext.metric_reporters.language_model_metric_reporter)
LanguageModelMetric (class in pytext.metrics.language_model_metrics)
LanguageModelMetricReporter (class in pytext.metric_reporters)
(class in pytext.metric_reporters.language_model_metric_reporter)
languages (pytext.torchscript.utils.ScriptBatchInput attribute)
LastTimestepPool (class in pytext.models.representations.pooling)
layer_wise_analysis() (pytext.optimizer.sparsifiers.sparsifier.SensitivityAnalysisSparsifier method)
Lazy (class in pytext.utils.lazy)
lazy_property (class in pytext.utils.lazy)
LEAKYRELU (pytext.config.module_config.Activation attribute)
LEARNED (pytext.models.seq_models.positional.PostionalEmbedType attribute)
LearnedPositionalEmbedding (class in pytext.models.seq_models.positional)
learning_rates() (in module pytext.optimizer.optimizers)
LEFT (pytext.models.decoders.mlp_decoder_two_tower.ExportType attribute)
LEN_ONLY (pytext.models.seq_models.mask_generator.BeamRankingAlgorithm attribute)
length() (in module pytext.models.seq_models.mask_generator)
LENGTH_CONDITIONED_AVERAGE_TOKEN_LPROB (pytext.models.seq_models.mask_generator.BeamRankingAlgorithm attribute)
LENGTH_CONDITIONED_AVERAGE_TOKEN_LPROB_MULTIPLIED (pytext.models.seq_models.mask_generator.BeamRankingAlgorithm attribute)
length_conditioned_avg_lprob_rank() (in module pytext.models.seq_models.mask_generator)
length_conditioned_avg_lprob_rank_mul() (in module pytext.models.seq_models.mask_generator)
LENGTH_CONDITIONED_RANK (pytext.models.seq_models.mask_generator.BeamRankingAlgorithm attribute)
length_conditioned_rank() (in module pytext.models.seq_models.mask_generator)
LENGTH_CONDITIONED_RANK_MUL (pytext.models.seq_models.mask_generator.BeamRankingAlgorithm attribute)
length_conditioned_rank_mul() (in module pytext.models.seq_models.mask_generator)
LightConvDecoder (class in pytext.models.seq_models.conv_decoder)
LightConvDecoderBase (class in pytext.models.seq_models.conv_decoder)
LightConvDecoderLayer (class in pytext.models.seq_models.conv_decoder)
LightConvDecoupledDecoder (class in pytext.models.seq_models.conv_decoder)
LightConvEncoder (class in pytext.models.seq_models.conv_encoder)
LightConvEncoderLayer (class in pytext.models.seq_models.conv_encoder)
LightweightConv (class in pytext.models.seq_models.light_conv)
limit_list() (in module pytext.torchscript.batchutils)
limit_listlist() (in module pytext.torchscript.batchutils)
limit_listlist_float() (in module pytext.torchscript.batchutils)
Linear() (in module pytext.models.seq_models.utils)
LinearDynamicPoolingBatcher (class in pytext.data.dynamic_pooling_batcher)
list() (pytext.task.serialize.CheckpointManager method)
(pytext.task.serialize.PyTextCheckpointManagerInterface method)
list_ancestors() (pytext.data.data_structures.annotation.Node method)
list_from_actions() (in module pytext.data.data_structures.annotation)
list_nonTerminals() (pytext.data.data_structures.annotation.Node method)
list_terminals() (pytext.data.data_structures.annotation.Node method)
list_tokens() (pytext.data.data_structures.annotation.Node method)
(pytext.data.data_structures.annotation.Tree method)
listify() (in module pytext.torchscript.batchutils)
ListTensorizersTest (class in pytext.data.test.tensorizers_test)
lm_model_deprecated() (in module pytext.config.config_adapter)
LmFineTuning (class in pytext.optimizer.scheduler)
LMLSTM (class in pytext.models.language_models.lmlstm)
LMOutputLayer (class in pytext.models.output_layers.lm_output_layer)
LMTask (class in pytext.task.tasks)
load() (in module pytext.task)
(in module pytext.task.serialize)
(pytext.data.sources.data_source.RootDataSource method)
(pytext.task.serialize.CheckpointManager method)
(pytext.task.serialize.PyTextCheckpointManagerInterface method)
load_analysis_from_path() (pytext.optimizer.sparsifiers.sparsifier.SensitivityAnalysisSparsifier method)
load_best_model() (pytext.trainers.Trainer method)
(pytext.trainers.trainer.Trainer method)
load_cached_embeddings() (pytext.utils.embeddings.PretrainedEmbedding method)
load_checkpoint() (in module pytext.task.serialize)
load_config() (in module pytext)
load_float() (in module pytext.data.sources.data_source)
load_float_list() (in module pytext.data.sources.data_source)
load_int() (in module pytext.data.sources.data_source)
load_json() (in module pytext.data.sources.data_source)
load_json_string() (in module pytext.data.sources.data_source)
load_meta() (pytext.fields.Field method)
(pytext.fields.NestedField method)
(pytext.fields.field.Field method)
(pytext.fields.field.NestedField method)
load_metadata() (pytext.data.data_handler.DataHandler method)
(pytext.data.DataHandler method)
(pytext.data.DisjointMultitaskDataHandler method)
(pytext.data.disjoint_multitask_data_handler.DisjointMultitaskDataHandler method)
load_pretrained_embeddings() (pytext.utils.embeddings.PretrainedEmbedding method)
load_roberta_state_dict() (pytext.models.representations.transformer.sentence_encoder.SentenceEncoder method)
(pytext.models.representations.transformer.SentenceEncoder method)
load_slots() (in module pytext.data.sources.data_source)
load_snapshot_path (pytext.config.pytext_config.PyTextConfig attribute)
load_state_dict() (pytext.models.distributed_model.DistributedModel method)
(pytext.models.ensembles.BaggingIntentSlotEnsembleModel method)
(pytext.models.ensembles.bagging_intent_slot_ensemble.BaggingIntentSlotEnsembleModel method)
(pytext.models.representations.transformer_sentence_encoder.TransformerSentenceEncoder method)
(pytext.optimizer.fairseq_fp16_utils.Fairseq_FP16OptimizerMixin method)
(pytext.optimizer.fairseq_fp16_utils.Fairseq_MemoryEfficientFP16OptimizerMixin method)
(pytext.optimizer.fp16_optimizer.FP16Optimizer method)
(pytext.optimizer.fp16_optimizer.FP16OptimizerApex method)
(pytext.optimizer.fp16_optimizer.FP16OptimizerDeprecated method)
(pytext.optimizer.fp16_optimizer.GeneratorFP16Optimizer method)
(pytext.optimizer.fp16_optimizer.PureFP16Optimizer method)
(pytext.optimizer.swa.StochasticWeightAveraging method)
load_text() (in module pytext.data.sources.data_source)
load_v1() (in module pytext.task.serialize)
load_v2() (in module pytext.task.serialize)
load_v3() (in module pytext.task.serialize)
load_vocab() (pytext.data.data_handler.DataHandler method)
(pytext.data.DataHandler method)
(pytext.data.tokenizers.WordPieceTokenizer static method)
(pytext.data.tokenizers.tokenizer.WordPieceTokenizer static method)
(pytext.torchscript.tokenizer.ScriptBPE static method)
(pytext.torchscript.tokenizer.bpe.ScriptBPE static method)
locale (pytext.data.featurizer.featurizer.InputRecord attribute)
(pytext.data.featurizer.InputRecord attribute)
log_accelerator_feature_usage() (in module pytext.utils.usage)
log_class_usage() (in module pytext.utils.usage)
log_feature_usage() (in module pytext.utils.usage)
log_flow_usage() (in module pytext.utils.usage)
log_gradient (pytext.metric_reporters.metric_reporter.MetricReporter attribute)
(pytext.metric_reporters.MetricReporter attribute)
log_loss() (pytext.metric_reporters.channel.TensorBoardChannel method)
LOG_PROBS (pytext.loss.loss.SourceType attribute)
(pytext.loss.SourceType attribute)
log_vector() (pytext.metric_reporters.channel.TensorBoardChannel method)
LOGITS (pytext.loss.loss.SourceType attribute)
(pytext.loss.SourceType attribute)
LogitsConfig (class in pytext.config.pytext_config)
LogitsWriter (class in pytext.workflow)
LOGSUMEXP (pytext.config.module_config.PoolingType attribute)
LongTensor() (in module pytext.utils.cuda)
lookup_all() (pytext.data.utils.Vocabulary method)
lookup_all_internal() (pytext.data.utils.Vocabulary method)
lookup_tokens() (in module pytext.data.tensorizers)
LookupTokensTest (class in pytext.data.test.tensorizers_test)
Loss (class in pytext.loss)
(class in pytext.loss.loss)
LOSS (pytext.config.component.ComponentType attribute)
loss (pytext.metrics.ClassificationMetrics attribute)
,
[1]
(pytext.metrics.intent_slot_metrics.AllMetrics attribute)
,
[1]
(pytext.metrics.seq2seq_metrics.Seq2SeqMetrics attribute)
loss_fn (pytext.models.output_layers.ClassificationOutputLayer attribute)
(pytext.models.output_layers.OutputLayerBase attribute)
(pytext.models.output_layers.WordTaggingOutputLayer attribute)
(pytext.models.output_layers.doc_classification_output_layer.ClassificationOutputLayer attribute)
(pytext.models.output_layers.lm_output_layer.LMOutputLayer attribute)
(pytext.models.output_layers.output_layer_base.OutputLayerBase attribute)
(pytext.models.output_layers.word_tagging_output_layer.WordTaggingOutputLayer attribute)
lotv_str() (pytext.data.data_structures.annotation.Tree method)
lower_is_better (pytext.metric_reporters.disjoint_multitask_metric_reporter.DisjointMultitaskMetricReporter attribute)
(pytext.metric_reporters.LanguageModelMetricReporter attribute)
(pytext.metric_reporters.MetricReporter attribute)
,
[1]
(pytext.metric_reporters.PureLossMetricReporter attribute)
(pytext.metric_reporters.RegressionMetricReporter attribute)
(pytext.metric_reporters.language_model_metric_reporter.LanguageModelMetricReporter attribute)
(pytext.metric_reporters.metric_reporter.MetricReporter attribute)
,
[1]
(pytext.metric_reporters.metric_reporter.PureLossMetricReporter attribute)
(pytext.metric_reporters.regression_metric_reporter.RegressionMetricReporter attribute)
(pytext.metric_reporters.seq2seq_metric_reporter.Seq2SeqMetricReporter attribute)
lower_modules_to_accelerator() (in module pytext.task.accelerator_lowering)
lowercase_tokens (pytext.data.tensorizers.VocabFileConfig attribute)
lstm (pytext.models.representations.bilstm.BiLSTM attribute)
(pytext.models.representations.bilstm_doc_attention.BiLSTMDocAttention attribute)
(pytext.models.representations.bilstm_doc_attention.BiLSTMDocAttention.Config attribute)
(pytext.models.representations.bilstm_doc_slot_attention.BiLSTMDocSlotAttention attribute)
(pytext.models.representations.bilstm_slot_attn.BiLSTMSlotAttention attribute)
LSTM (pytext.models.representations.stacked_bidirectional_rnn.RnnType attribute)
lstm (pytext.models.representations.stacked_bidirectional_rnn.StackedBidirectionalRNN attribute)
LSTM() (pytext.models.seq_models.rnn_encoder.BiLSTM static method)
lstm_dim (pytext.models.representations.augmented_lstm.AugmentedLSTM.Config attribute)
(pytext.models.representations.bilstm.BiLSTM.Config attribute)
LSTMSequenceEncoder (class in pytext.models.seq_models.rnn_encoder)
M
MACRO_F1 (pytext.metric_reporters.classification_metric_reporter.ComparableClassificationMetric attribute)
macro_prf1_metrics (pytext.metrics.ClassificationMetrics attribute)
,
[1]
macro_scores (pytext.metrics.MacroPRF1Metrics attribute)
,
[1]
(pytext.metrics.PRF1Metrics attribute)
,
[1]
MacroPRF1Metrics (class in pytext.metrics)
MacroPRF1Scores (class in pytext.metrics)
MADGRAD (class in pytext.optimizer.madgrad)
MAELoss (class in pytext.loss)
(class in pytext.loss.loss)
make_batch_texts() (in module pytext.torchscript.batchutils)
make_batch_texts_dense() (in module pytext.torchscript.batchutils)
make_config() (pytext.utils.config_utils.MockConfigLoader method)
make_config_from_dict() (pytext.utils.config_utils.MockConfigLoader method)
make_positions() (in module pytext.models.representations.transformer.positional_embedding)
(in module pytext.models.seq_models.utils)
make_prediction_texts() (in module pytext.torchscript.batchutils)
make_prediction_texts_dense() (in module pytext.torchscript.batchutils)
make_prediction_tokens() (in module pytext.torchscript.batchutils)
make_vocab() (pytext.data.utils.VocabBuilder method)
MASK (pytext.common.constants.SpecialTokens attribute)
mask_and_tensorize() (pytext.data.masked_tensorizer.MaskedTokenTensorizer method)
masked_softmax() (in module pytext.models.seq_models.attention)
MaskedLanguageModel (class in pytext.models.masked_lm)
MaskedLengthPredictionModule (class in pytext.models.seq_models.nar_length)
MaskedLMMetricReporter (class in pytext.metric_reporters.language_model_metric_reporter)
MaskedLMTask (class in pytext.task.tasks)
MaskedSequenceGenerator (class in pytext.models.seq_models.mask_generator)
MaskedTokenTensorizer (class in pytext.data.masked_tensorizer)
MaskedVocabBuilder (class in pytext.data.masked_util)
MaskEverything (class in pytext.data.masked_util)
MASKING_FUNCTION (pytext.config.component.ComponentType attribute)
MaskingFunction (class in pytext.data.masked_util)
MaskingStrategy (class in pytext.models.masking_utils)
MaskTensorizersTest (class in pytext.data.test.mask_tensorizers_test)
master_params() (in module pytext.optimizer.fp16_optimizer)
MAX (pytext.config.module_config.PerplexityType attribute)
(pytext.config.module_config.PoolingType attribute)
max_clip_norm (pytext.trainers.Trainer attribute)
(pytext.trainers.trainer.Trainer attribute)
max_decoder_positions() (pytext.models.seq_models.conv_model.CNNModel method)
(pytext.models.seq_models.rnn_encoder_decoder.RNNModel method)
(pytext.models.seq_models.seq2seq_model.Seq2SeqModel method)
max_error (pytext.metrics.calibration_metrics.CalibrationMetrics attribute)
max_positions() (pytext.models.representations.transformer.positional_embedding.PositionalEmbedding method)
(pytext.models.representations.transformer.PositionalEmbedding method)
(pytext.models.seq_models.conv_decoder.LightConvDecoderBase method)
(pytext.models.seq_models.conv_encoder.LightConvEncoder method)
(pytext.models.seq_models.positional.SinusoidalPositionalEmbedding method)
(pytext.models.seq_models.rnn_decoder.RNNDecoderBase method)
(pytext.models.seq_models.rnn_encoder.LSTMSequenceEncoder method)
max_seq_len (pytext.data.data_handler.DataHandler attribute)
(pytext.data.DataHandler attribute)
max_source_positions (pytext.models.seq_models.conv_encoder.ConvEncoderConfig attribute)
max_target_positions (pytext.models.seq_models.conv_decoder.ConvDecoderConfig attribute)
(pytext.models.seq_models.conv_encoder.ConvEncoderConfig attribute)
max_tokens() (in module pytext.torchscript.batchutils)
max_vocab() (pytext.data.xlm_dictionary.Dictionary method)
MaxPool (class in pytext.models.representations.pooling)
maybe_accumulate_gradients() (in module pytext.trainers.trainer)
maybe_float() (in module pytext.utils.precision)
maybe_half() (in module pytext.utils.precision)
maybe_layer_norm() (pytext.models.seq_models.conv_decoder.LightConvDecoderLayer method)
(pytext.models.seq_models.conv_encoder.LightConvEncoderLayer method)
maybe_log_normalize() (in module pytext.loss.loss)
MCC (pytext.metric_reporters.classification_metric_reporter.ComparableClassificationMetric attribute)
mcc (pytext.metrics.ClassificationMetrics attribute)
,
[1]
MEAN (pytext.config.module_config.PerplexityType attribute)
(pytext.config.module_config.PoolingType attribute)
mean() (in module pytext.models.seq_models.nar_length)
MEAN_RECIPROCAL_RANK (pytext.metric_reporters.dense_retrieval_metric_reporter.DenseRetrievalMetricNames attribute)
mean_reciprocal_rank (pytext.metrics.dense_retrieval_metrics.DenseRetrievalMetrics attribute)
,
[1]
MeanPool (class in pytext.models.representations.pooling)
MEDIAN (pytext.config.module_config.PerplexityType attribute)
MemoryEfficientFP16OptimizerFairseq (class in pytext.optimizer.fp16_optimizer)
merge_input_projection() (in module pytext.models.representations.transformer.sentence_encoder)
merge_session() (pytext.data.sources.session.SessionDataSource method)
merge_sub_models() (pytext.models.ensembles.bagging_intent_slot_ensemble.BaggingIntentSlotEnsembleModel method)
(pytext.models.ensembles.BaggingIntentSlotEnsembleModel method)
(pytext.models.ensembles.EnsembleModel method)
(pytext.models.ensembles.ensemble.EnsembleModel method)
merge_token_labels_by_bio() (in module pytext.utils.data)
merge_token_labels_by_label() (in module pytext.utils.data)
merge_token_labels_to_slot() (in module pytext.utils.data)
metadata_to_save() (pytext.data.data_handler.DataHandler method)
(pytext.data.DataHandler method)
(pytext.data.DisjointMultitaskDataHandler method)
(pytext.data.disjoint_multitask_data_handler.DisjointMultitaskDataHandler method)
Meter (class in pytext.utils.meter)
metric_name (pytext.metric_reporters.channel.TensorBoardChannel attribute)
METRIC_REPORTER (pytext.config.component.ComponentType attribute)
MetricReporter (class in pytext.metric_reporters)
(class in pytext.metric_reporters.metric_reporter)
MetricTensorizer (class in pytext.data.tensorizers)
micro_scores (pytext.metrics.PRF1Metrics attribute)
,
[1]
migrate_to_new_data_handler() (in module pytext.config.config_adapter)
MIN (pytext.config.module_config.PerplexityType attribute)
min_count() (pytext.data.xlm_dictionary.Dictionary method)
min_counts (pytext.data.tensorizers.VocabConfig attribute)
MissingValueError
mlp (pytext.models.decoders.mlp_decoder.MLPDecoder attribute)
(pytext.models.decoders.MLPDecoder attribute)
mlp_decoder (pytext.models.representations.bilstm_doc_attention.BiLSTMDocAttention.Config attribute)
MLPDecoder (class in pytext.models.decoders)
(class in pytext.models.decoders.mlp_decoder)
MLPDecoderQueryResponse (class in pytext.models.decoders.mlp_decoder_query_response)
MLPDecoderTwoTower (class in pytext.models.decoders.mlp_decoder_two_tower)
MLPEmbedding (class in pytext.models.embeddings)
(class in pytext.models.embeddings.mlp_embedding)
MLPFeatConfig (in module pytext.config.field_config)
MockConfigLoader (class in pytext.utils.config_utils)
Model (class in pytext.models)
(class in pytext.models.model)
MODEL (pytext.config.component.ComponentType attribute)
MODEL2 (pytext.config.component.ComponentType attribute)
MODEL_FEATS (pytext.common.constants.DFColumn attribute)
ModelExporter (class in pytext.exporters)
(class in pytext.exporters.exporter)
ModelInput (class in pytext.config.contextual_intent_slot)
(class in pytext.config.doc_classification)
(class in pytext.config.pair_classification)
(class in pytext.config.query_document_pairwise_ranking)
ModelInputBase (class in pytext.models.model)
ModelInputConfig (class in pytext.config.contextual_intent_slot)
(class in pytext.config.doc_classification)
(class in pytext.config.pair_classification)
(class in pytext.config.query_document_pairwise_ranking)
ModelInputMeta (class in pytext.models.model)
models (pytext.models.ensembles.bagging_doc_ensemble.BaggingDocEnsembleModel.Config attribute)
(pytext.models.ensembles.EnsembleModel attribute)
(pytext.models.ensembles.bagging_intent_slot_ensemble.BaggingIntentSlotEnsembleModel.Config attribute)
(pytext.models.ensembles.ensemble.EnsembleModel attribute)
Module (class in pytext.models.module)
MODULE (pytext.config.component.ComponentType attribute)
ModuleConfig (in module pytext.config.module_config)
modules_save_dir (pytext.config.pytext_config.PyTextConfig attribute)
move_epoch_size() (in module pytext.config.config_adapter)
move_state_dict_to_cpu() (pytext.trainers.Trainer method)
(pytext.trainers.trainer.Trainer method)
move_state_dict_to_gpu() (pytext.trainers.Trainer method)
(pytext.trainers.trainer.Trainer method)
mse (pytext.metrics.RegressionMetrics attribute)
,
[1]
MSELoss (class in pytext.loss)
(class in pytext.loss.loss)
MulticlassOutputLayer (class in pytext.models.output_layers.doc_classification_output_layer)
MultiheadAttention (class in pytext.models.seq_models.attention)
MultiheadLinearAttention (class in pytext.models.representations.transformer)
(class in pytext.models.representations.transformer.multihead_linear_attention)
MultiheadSelfAttention (class in pytext.models.representations.transformer)
(class in pytext.models.representations.transformer.multihead_attention)
MultiLabelClassificationLayer (class in pytext.models.output_layers.multi_label_classification_layer)
MultiLabelClassificationMetricReporter (class in pytext.metric_reporters)
(class in pytext.metric_reporters.classification_metric_reporter)
MultiLabelClassificationScores (class in pytext.models.output_layers.multi_label_classification_layer)
MultiLabelDecoder (class in pytext.models.decoders.multilabel_decoder)
MultiLabelOutputLayer (class in pytext.models.output_layers.doc_classification_output_layer)
MultiLabelSequenceTaggingMetricReporter (class in pytext.metric_reporters)
(class in pytext.metric_reporters.word_tagging_metric_reporter)
MultiLabelSoftClassificationMetrics (class in pytext.metrics)
MultiLabelSoftMarginLoss (class in pytext.loss)
(class in pytext.loss.loss)
MultilingualTSVDataSource (class in pytext.data.sources.tsv)
MultiplicativeAttention (class in pytext.models.representations.attention)
MULTIPLY (pytext.config.module_config.SlotAttentionType attribute)
multiply_grads() (pytext.optimizer.fairseq_fp16_utils.Fairseq_FP16OptimizerMixin method)
(pytext.optimizer.fairseq_fp16_utils.Fairseq_MemoryEfficientFP16OptimizerMixin method)
(pytext.optimizer.optimizers.Optimizer method)
N
NAREncoderUtility (class in pytext.models.seq_models.nar_modules)
NARSamplewiseSequenceLoss (class in pytext.loss)
(class in pytext.loss.regularized_loss)
NARSeq2SeqOutputLayer (class in pytext.models.seq_models.nar_output_layer)
NARSequenceLoss (class in pytext.loss)
(class in pytext.loss.regularized_loss)
NaturalBatchSampler (class in pytext.data)
(class in pytext.data.batch_sampler)
ndigits_precision (pytext.config.pytext_config.LogitsConfig attribute)
NEG_RESPONSE (pytext.config.query_document_pairwise_ranking.ModelInput attribute)
neg_response (pytext.config.query_document_pairwise_ranking.ModelInputConfig attribute)
NEGATIVE_LOSS (pytext.metric_reporters.classification_metric_reporter.ComparableClassificationMetric attribute)
(pytext.metric_reporters.dense_retrieval_metric_reporter.DenseRetrievalMetricNames attribute)
NERMetricReporter (class in pytext.metric_reporters)
(class in pytext.metric_reporters.word_tagging_metric_reporter)
NestedField (class in pytext.fields)
(class in pytext.fields.field)
new_tasks_rename() (in module pytext.config.config_adapter)
NewBertClassificationTask (class in pytext.task.tasks)
NewBertModel (class in pytext.models.bert_classification_models)
NewBertPairClassificationTask (class in pytext.task.tasks)
NewBertRegressionModel (class in pytext.models.bert_regression_model)
NewDisjointMultitask (class in pytext.task.disjoint_multitask)
NewDisjointMultitaskModel (class in pytext.models.disjoint_multitask_model)
NewTask (class in pytext.task)
(class in pytext.task.new_task)
NLLLoss (class in pytext.loss)
(class in pytext.loss.loss)
NO_ATTENTION (pytext.config.module_config.SlotAttentionType attribute)
NO_LABEL_SLOT (pytext.utils.data.Slot attribute)
NO_POOL (pytext.models.representations.transformer_sentence_encoder_base.PoolingMethod attribute)
no_slots_inside_unsupported (pytext.models.semantic_parsers.rnng.rnng_parser.RNNGConstraints attribute)
no_token_positional_embeddings (pytext.models.seq_models.conv_decoder.ConvDecoderConfig attribute)
(pytext.models.seq_models.conv_encoder.ConvEncoderConfig attribute)
no_tokenize() (in module pytext.utils.data)
Node (class in pytext.data.data_structures.annotation)
(class in pytext.data.data_structures.node)
(class in pytext.metrics.intent_slot_metrics)
Node_Info (class in pytext.data.data_structures.annotation)
node_to_metrics_node() (pytext.metric_reporters.compositional_metric_reporter.CompositionalMetricReporter static method)
(pytext.metric_reporters.CompositionalMetricReporter static method)
NodesPredictionPair (class in pytext.metrics.intent_slot_metrics)
noise_type (pytext.models.r3f_models.R3FConfigOptions attribute)
NONE (pytext.config.module_config.PoolingType attribute)
(pytext.models.decoders.mlp_decoder_two_tower.ExportType attribute)
(pytext.models.seq_models.mask_generator.EmbedQuantizeType attribute)
nonify_listlist_float() (in module pytext.torchscript.batchutils)
NoOpMaskingFunction (class in pytext.data.masked_util)
NoPool (class in pytext.models.representations.pooling)
norm_cosine (pytext.models.output_layers.distance_output_layer.OutputScore attribute)
NORMAL (pytext.models.r3f_models.R3FNoiseType attribute)
normalize() (pytext.torchscript.tensorizer.normalizer.VectorNormalizer method)
(pytext.torchscript.tensorizer.VectorNormalizer method)
normalize_embeddings() (in module pytext.models.utils)
normalize_token() (pytext.utils.embeddings.PretrainedEmbedding method)
NtokensTensorizer (class in pytext.data.tensorizers)
NUM (pytext.data.tensorizers.ByteTensorizer attribute)
num_anchors (pytext.loss.loss.AUCPRHingeLoss.Config attribute)
NUM_BYTES (pytext.data.tensorizers.ByteTokenTensorizer attribute)
num_classes (pytext.loss.loss.AUCPRHingeLoss.Config attribute)
num_emb_modules (pytext.models.embeddings.embedding_base.EmbeddingBase attribute)
(pytext.models.embeddings.EmbeddingBase attribute)
(pytext.models.embeddings.EmbeddingList attribute)
(pytext.models.embeddings.embedding_list.EmbeddingList attribute)
num_examples (pytext.metrics.dense_retrieval_metrics.DenseRetrievalMetrics attribute)
,
[1]
(pytext.metrics.PairwiseRankingMetrics attribute)
,
[1]
(pytext.metrics.RegressionMetrics attribute)
,
[1]
(pytext.metrics.squad_metrics.SquadMetrics attribute)
num_label (pytext.metrics.MacroPRF1Scores attribute)
num_labels (pytext.metrics.MacroPRF1Scores attribute)
num_layers (pytext.models.representations.augmented_lstm.AugmentedLSTM.Config attribute)
(pytext.models.representations.bilstm.BiLSTM.Config attribute)
(pytext.models.representations.stacked_bidirectional_rnn.StackedBidirectionalRNN.Config attribute)
num_samples (pytext.metrics.intent_slot_metrics.FrameAccuracy attribute)
num_tags (pytext.models.output_layers.CRFOutputLayer attribute)
(pytext.models.output_layers.word_tagging_output_layer.CRFOutputLayer attribute)
NUM_TOKENS (pytext.common.constants.DatasetFieldName attribute)
numberize() (pytext.data.bert_tensorizer.BERTTensorizerBase method)
(pytext.data.Tensorizer method)
(pytext.data.bert_tensorizer.BERTTensorizerBaseScriptImpl method)
(pytext.data.dense_retrieval_tensorizer.BERTContextTensorizerForDenseRetrieval method)
(pytext.data.dense_retrieval_tensorizer.PositiveLabelTensorizerForDenseRetrieval method)
(pytext.data.roberta_tensorizer.RoBERTaTokenLevelTensorizer method)
(pytext.data.squad_for_bert_tensorizer.SquadForBERTTensorizer method)
(pytext.data.squad_for_bert_tensorizer.SquadForBERTTensorizerForKD method)
(pytext.data.squad_for_bert_tensorizer.SquadForRoBERTaTensorizerForKD method)
(pytext.data.squad_tensorizer.SquadTensorizer method)
(pytext.data.squad_tensorizer.SquadTensorizerForKD method)
(pytext.data.tensorizers.AnnotationNumberizer method)
(pytext.data.tensorizers.ByteTensorizer method)
(pytext.data.tensorizers.ByteTokenTensorizer method)
(pytext.data.tensorizers.CharacterTokenTensorizer method)
(pytext.data.tensorizers.CharacterVocabTokenTensorizer method)
(pytext.data.tensorizers.CharacterVocabTokenTensorizerScriptImpl method)
(pytext.data.tensorizers.Float1DListTensorizer method)
(pytext.data.tensorizers.FloatListSeqTensorizer method)
(pytext.data.tensorizers.FloatListTensorizer method)
(pytext.data.tensorizers.FloatTensorizer method)
(pytext.data.tensorizers.GazetteerTensorizer method)
(pytext.data.tensorizers.Integer1DListTensorizer method)
(pytext.data.tensorizers.LabelListRankTensorizer method)
(pytext.data.tensorizers.LabelListTensorizer method)
(pytext.data.tensorizers.LabelTensorizer method)
(pytext.data.tensorizers.MetricTensorizer method)
(pytext.data.tensorizers.NumericLabelTensorizer method)
(pytext.data.tensorizers.SeqTokenTensorizer method)
(pytext.data.tensorizers.SlotLabelTensorizer method)
(pytext.data.tensorizers.SoftLabelTensorizer method)
(pytext.data.tensorizers.String2DListTensorizer method)
(pytext.data.tensorizers.String2DListTensorizerScriptImpl method)
(pytext.data.tensorizers.Tensorizer method)
(pytext.data.tensorizers.TensorizerScriptImpl method)
(pytext.data.tensorizers.TokenTensorizer method)
(pytext.data.tensorizers.UidTensorizer method)
(pytext.data.token_tensorizer.ScriptBasedTokenTensorizer method)
(pytext.data.token_tensorizer.TokenTensorizerScriptImpl method)
(pytext.data.xlm_tensorizer.XLMTensorizer method)
(pytext.data.xlm_tensorizer.XLMTensorizerScriptImpl method)
numberize_rows() (pytext.data.Data method)
(pytext.data.data.Data method)
(pytext.data.packed_lm_data.PackedLMData method)
numberized (pytext.data.data.BatchData attribute)
(pytext.data.data.RowData attribute)
numericalize() (pytext.fields.char_field.CharFeatureField method)
(pytext.fields.CharFeatureField method)
(pytext.fields.ContextualTokenEmbeddingField method)
(pytext.fields.DictFeatureField method)
(pytext.fields.TextFeatureFieldWithSpecialUnk method)
(pytext.fields.contextual_token_embedding_field.ContextualTokenEmbeddingField method)
(pytext.fields.dict_field.DictFeatureField method)
(pytext.fields.text_field_with_special_unk.TextFeatureFieldWithSpecialUnk method)
NumericLabelTensorizer (class in pytext.data.tensorizers)
O
old_tasks_deprecated() (in module pytext.config.config_adapter)
onnx_trace_input() (pytext.models.BaseModel method)
(pytext.models.model.BaseModel method)
op_pre_epoch() (pytext.optimizer.sparsifiers.sparsifier.SensitivityAnalysisSparsifier method)
(pytext.optimizer.sparsifiers.sparsifier.Sparsifier method)
Optimizer (class in pytext.optimizer.optimizers)
OPTIMIZER (pytext.config.component.ComponentType attribute)
optimizer_step() (pytext.trainers.Trainer method)
(pytext.trainers.trainer.Trainer method)
ordered_unique() (in module pytext.utils.ascii_table)
OrderedNeuronLSTM (class in pytext.models.representations.ordered_neuron_lstm)
OrderedNeuronLSTMLayer (class in pytext.models.representations.ordered_neuron_lstm)
original_forward() (pytext.models.r3f_models.R3FPyTextMixin method)
(pytext.models.roberta.RoBERTaR3F method)
OTHERS (pytext.common.constants.Stage attribute)
(pytext.optimizer.sparsifiers.sparsifier.State attribute)
out_dim (pytext.models.decoders.decoder_base.DecoderBase attribute)
(pytext.models.decoders.DecoderBase attribute)
(pytext.models.decoders.MLPDecoder attribute)
(pytext.models.decoders.mlp_decoder.MLPDecoder attribute)
output_columns (pytext.config.pytext_config.LogitsConfig attribute)
output_layer (pytext.models.ensembles.bagging_intent_slot_ensemble.BaggingIntentSlotEnsembleModel attribute)
(pytext.models.Model attribute)
(pytext.models.ensembles.BaggingIntentSlotEnsembleModel attribute)
(pytext.models.ensembles.EnsembleModel attribute)
(pytext.models.ensembles.bagging_intent_slot_ensemble.BaggingIntentSlotEnsembleModel.Config attribute)
(pytext.models.ensembles.ensemble.EnsembleModel attribute)
(pytext.models.model.Model attribute)
output_names (pytext.exporters.exporter.ModelExporter attribute)
(pytext.exporters.ModelExporter attribute)
OutputLayerBase (class in pytext.models.output_layers)
(class in pytext.models.output_layers.output_layer_base)
OutputLayerUtils (class in pytext.models.output_layers)
(class in pytext.models.output_layers.utils)
OutputRecord (class in pytext.data.featurizer)
(class in pytext.data.featurizer.featurizer)
OutputScore (class in pytext.models.output_layers.distance_output_layer)
overall_metrics (pytext.metrics.intent_slot_metrics.IntentSlotMetrics attribute)
,
[1]
P
p50 (pytext.utils.timing.Timings attribute)
p90 (pytext.utils.timing.Timings attribute)
p99 (pytext.utils.timing.Timings attribute)
PackageFileName (class in pytext.common.constants)
PackedLMData (class in pytext.data.packed_lm_data)
PAD (pytext.common.constants.SpecialTokens attribute)
pad() (in module pytext.data.utils)
(pytext.fields.CharFeatureField method)
(pytext.fields.ContextualTokenEmbeddingField method)
(pytext.fields.DictFeatureField method)
(pytext.fields.char_field.CharFeatureField method)
(pytext.fields.contextual_token_embedding_field.ContextualTokenEmbeddingField method)
(pytext.fields.dict_field.DictFeatureField method)
pad_and_tensorize() (in module pytext.data.utils)
pad_and_tensorize_batches() (in module pytext.data.data)
PAD_BYTE (pytext.data.tensorizers.ByteTensorizer attribute)
pad_length() (in module pytext.utils.precision)
(pytext.fields.Field method)
(pytext.fields.field.Field method)
PAD_SEQ (pytext.common.constants.VocabMeta attribute)
PAD_TOKEN (pytext.common.constants.VocabMeta attribute)
Padding (class in pytext.common.constants)
padding_value (pytext.models.representations.augmented_lstm.AugmentedLSTM attribute)
(pytext.models.representations.bilstm.BiLSTM attribute)
(pytext.models.representations.stacked_bidirectional_rnn.StackedBidirectionalRNN attribute)
PaddingTest (class in pytext.data.test.utils_test)
PairRepresentation (class in pytext.models.representations.pair_rep)
PairwiseClassificationForDenseRetrievalTask (class in pytext.task.tasks)
PairwiseClassificationTask (class in pytext.task.tasks)
PairwiseCosineDistanceOutputLayer (class in pytext.models.output_layers)
(class in pytext.models.output_layers.distance_output_layer)
PairwiseCosineRegressionOutputLayer (class in pytext.models.output_layers)
(class in pytext.models.output_layers.doc_regression_output_layer)
PairwiseModel (class in pytext.models.pair_classification_model)
PairwiseRankingLoss (class in pytext.loss)
(class in pytext.loss.loss)
PairwiseRankingMetricReporter (class in pytext.metric_reporters)
(class in pytext.metric_reporters.pairwise_ranking_metric_reporter)
PairwiseRankingMetrics (class in pytext.metrics)
PairwiseRankingOutputLayer (class in pytext.models.output_layers)
(class in pytext.models.output_layers.pairwise_ranking_output_layer)
PairwiseRegressionTask (class in pytext.task.tasks)
PandasDataSource (class in pytext.data.sources)
(class in pytext.data.sources.pandas)
PandasDataSourceTest (class in pytext.data.test.pandas_data_source_test)
param_groups (pytext.optimizer.fp16_optimizer.FP16Optimizer attribute)
params (pytext.optimizer.optimizers.Optimizer attribute)
parse_and_align_slot_labels_list() (in module pytext.utils.data)
parse_config() (in module pytext.config.serialize)
parse_json_array() (in module pytext.utils.data)
parse_slot_string() (in module pytext.utils.data)
parse_token() (in module pytext.utils.data)
ParserState (class in pytext.models.semantic_parsers.rnng.rnng_data_structures)
partial() (pytext.utils.lazy.Lazy class method)
pass_index (pytext.data.data_handler.DataHandler attribute)
(pytext.data.DataHandler attribute)
PassThroughRepresentation (class in pytext.models.representations.pass_through)
pearson_correlation (pytext.metrics.RegressionMetrics attribute)
,
[1]
per_label_confusions (pytext.metrics.AllConfusions attribute)
,
[1]
per_label_scores (pytext.metrics.MacroPRF1Metrics attribute)
,
[1]
(pytext.metrics.PRF1Metrics attribute)
,
[1]
per_label_soft_scores (pytext.metrics.ClassificationMetrics attribute)
,
[1]
PerLabelConfusions (class in pytext.metrics)
perplexity_per_word (pytext.metrics.language_model_metrics.LanguageModelMetric attribute)
,
[1]
PerplexityType (class in pytext.config.module_config)
PersonalizedDocModel (class in pytext.models.doc_model)
PickleableGPT2BPEEncoder (class in pytext.data.tokenizers.tokenizer)
PlaceHolder (class in pytext.config.pytext_config)
PlaceholderAttentionIdentity (class in pytext.models.seq_models.base)
PlaceholderIdentity (class in pytext.models.seq_models.base)
PlaceholderIdentity.Config (class in pytext.models.seq_models.base)
PolynomialDecayScheduler (class in pytext.optimizer.scheduler)
pool() (in module pytext.models.representations.deepcnn)
(in module pytext.models.seq_models.nar_length)
pooling (pytext.models.representations.bilstm_doc_attention.BiLSTMDocAttention.Config attribute)
pooling_type (pytext.models.embeddings.dict_embedding.DictEmbedding attribute)
(pytext.models.embeddings.DictEmbedding attribute)
PoolingBatcher (class in pytext.data)
(class in pytext.data.data)
PoolingMethod (class in pytext.models.representations.transformer_sentence_encoder_base)
PoolingType (class in pytext.config.module_config)
pop() (pytext.models.semantic_parsers.rnng.rnng_data_structures.StackLSTM method)
(pytext.utils.timing.HierarchicalTimer method)
pos_embed() (pytext.models.seq_models.conv_decoder.LightConvDecoderBase method)
(pytext.models.seq_models.conv_encoder.LightConvEncoder method)
POS_RESPONSE (pytext.config.query_document_pairwise_ranking.ModelInput attribute)
pos_response (pytext.config.query_document_pairwise_ranking.ModelInputConfig attribute)
positional_embedding_type (pytext.models.seq_models.conv_decoder.ConvDecoderConfig attribute)
(pytext.models.seq_models.conv_encoder.ConvEncoderConfig attribute)
PositionalEmbedding (class in pytext.models.representations.transformer)
(class in pytext.models.representations.transformer.positional_embedding)
PositiveLabelTensorizerForDenseRetrieval (class in pytext.data.dense_retrieval_tensorizer)
PostEncoder (class in pytext.models.representations.transformer)
(class in pytext.models.representations.transformer.sentence_encoder)
PostionalEmbedCombine (class in pytext.models.seq_models.positional)
PostionalEmbedType (class in pytext.models.seq_models.positional)
postprocess_output() (pytext.exporters.custom_exporters.InitPredictNetExporter method)
(pytext.exporters.InitPredictNetExporter method)
(pytext.exporters.ModelExporter method)
(pytext.exporters.exporter.ModelExporter method)
pre_export() (pytext.optimizer.fp16_optimizer.FP16Optimizer method)
(pytext.optimizer.fp16_optimizer.FP16OptimizerApex method)
(pytext.optimizer.fp16_optimizer.FP16OptimizerFairseq method)
(pytext.optimizer.fp16_optimizer.MemoryEfficientFP16OptimizerFairseq method)
(pytext.optimizer.optimizers.Optimizer method)
precision (pytext.metrics.MacroPRF1Scores attribute)
,
[1]
(pytext.metrics.PRF1Scores attribute)
,
[1]
precision_at_recall (pytext.metrics.MultiLabelSoftClassificationMetrics attribute)
(pytext.metrics.SoftClassificationMetrics attribute)
precision_at_recall() (in module pytext.metrics)
PRECISION_AT_RECALL_THRESHOLDS (in module pytext.metrics)
precision_range_lower (pytext.loss.loss.AUCPRHingeLoss.Config attribute)
precision_range_upper (pytext.loss.loss.AUCPRHingeLoss.Config attribute)
predict() (pytext.task.task.TaskBase method)
(pytext.task.TaskBase method)
predicted_frame (pytext.metrics.intent_slot_metrics.FramePredictionPair attribute)
predicted_label (pytext.metrics.LabelListPrediction attribute)
,
[1]
(pytext.metrics.LabelPrediction attribute)
,
[1]
predicted_nodes (pytext.metrics.intent_slot_metrics.NodesPredictionPair attribute)
predictions_to_report() (pytext.metric_reporters.classification_metric_reporter.ClassificationMetricReporter method)
(pytext.metric_reporters.ClassificationMetricReporter method)
(pytext.metric_reporters.CompositionalMetricReporter method)
(pytext.metric_reporters.IntentSlotMetricReporter method)
(pytext.metric_reporters.MetricReporter method)
(pytext.metric_reporters.MultiLabelClassificationMetricReporter method)
(pytext.metric_reporters.classification_metric_reporter.MultiLabelClassificationMetricReporter method)
(pytext.metric_reporters.compositional_metric_reporter.CompositionalMetricReporter method)
(pytext.metric_reporters.intent_slot_detection_metric_reporter.IntentSlotMetricReporter method)
(pytext.metric_reporters.metric_reporter.MetricReporter method)
PREDICTOR (pytext.config.component.ComponentType attribute)
(pytext.config.module_config.ExporterType attribute)
prepare() (pytext.optimizer.scheduler.BatchScheduler method)
(pytext.optimizer.scheduler.PolynomialDecayScheduler method)
(pytext.optimizer.scheduler.Scheduler method)
(pytext.optimizer.scheduler.SchedulerWithWarmup method)
(pytext.optimizer.scheduler.WarmupScheduler method)
prepare_decoder_ips() (in module pytext.torchscript.seq2seq.seq2seq_rnn_decoder_utils)
prepare_decoderstep_ip() (pytext.torchscript.seq2seq.encoder.EncoderEnsemble method)
prepare_for_nar_inference() (pytext.models.seq_models.nar_modules.NAREncoderUtility method)
prepare_for_onnx_export_() (pytext.models.BaseModel method)
(pytext.models.model.BaseModel method)
prepare_full_key() (in module pytext.models.seq_models.utils)
prepare_generator_inputs() (pytext.torchscript.seq2seq.export_model.Seq2SeqJIT method)
prepare_input() (pytext.data.Tensorizer method)
(pytext.data.tensorizers.SeqTokenTensorizer method)
(pytext.data.tensorizers.Tensorizer method)
(pytext.data.tensorizers.TokenTensorizer method)
(pytext.data.token_tensorizer.ScriptBasedTokenTensorizer method)
prepare_masked_target_for_lengths() (in module pytext.models.seq_models.mask_generator)
prepare_task() (in module pytext.workflow)
prepare_task_metadata() (in module pytext.workflow)
prepend_operators() (pytext.exporters.custom_exporters.InitPredictNetExporter method)
(pytext.exporters.InitPredictNetExporter method)
(pytext.exporters.ModelExporter method)
(pytext.exporters.exporter.ModelExporter method)
preprocess() (pytext.data.data_handler.DataHandler method)
(pytext.data.DataHandler method)
preprocess_row() (pytext.data.data_handler.DataHandler method)
(pytext.data.DataHandler method)
PretrainedEmbedding (class in pytext.utils.embeddings)
pretty_print_config_class() (in module pytext.utils.documentation)
PRF1Metrics (class in pytext.metrics)
PRF1Scores (class in pytext.metrics)
print_metrics() (pytext.metrics.calibration_metrics.AllCalibrationMetrics method)
(pytext.metrics.ClassificationMetrics method)
(pytext.metrics.MacroPRF1Metrics method)
(pytext.metrics.PRF1Metrics method)
(pytext.metrics.PairwiseRankingMetrics method)
(pytext.metrics.RegressionMetrics method)
(pytext.metrics.calibration_metrics.CalibrationMetrics method)
(pytext.metrics.dense_retrieval_metrics.DenseRetrievalMetrics method)
(pytext.metrics.intent_slot_metrics.AllMetrics method)
(pytext.metrics.intent_slot_metrics.IntentSlotMetrics method)
(pytext.metrics.language_model_metrics.LanguageModelMetric method)
(pytext.metrics.seq2seq_metrics.Seq2SeqMetrics method)
(pytext.metrics.seq2seq_metrics.Seq2SeqTopKMetrics method)
(pytext.metrics.squad_metrics.SquadMetrics method)
print_pep() (pytext.metrics.ClassificationMetrics method)
print_tree() (pytext.data.data_structures.annotation.Tree method)
PRIVACY_ENGINE (pytext.config.component.ComponentType attribute)
PrivacyEngine (class in pytext.optimizer.privacy_engine)
PROBS (pytext.loss.loss.SourceType attribute)
(pytext.loss.SourceType attribute)
process_file() (pytext.data.sources.dense_retrieval.DenseRetrievalDataSource method)
(pytext.data.sources.DenseRetrievalDataSource method)
(pytext.data.sources.SquadDataSource method)
(pytext.data.sources.squad.SquadDataSource method)
process_pred() (pytext.metric_reporters.word_tagging_metric_reporter.WordTaggingMetricReporter method)
(pytext.metric_reporters.WordTaggingMetricReporter method)
process_squad_json() (pytext.data.sources.squad.SquadDataSource method)
(pytext.data.sources.SquadDataSource method)
process_squad_tsv() (pytext.data.sources.squad.SquadDataSource method)
(pytext.data.sources.SquadDataSource method)
(pytext.data.sources.squad.SquadDataSourceForKD method)
projection (pytext.models.embeddings.char_embedding.CharacterEmbedding attribute)
(pytext.models.embeddings.CharacterEmbedding attribute)
projection_d (pytext.models.representations.bilstm_doc_slot_attention.BiLSTMDocSlotAttention.self attribute)
projection_w (pytext.models.representations.bilstm_doc_slot_attention.BiLSTMDocSlotAttention.self attribute)
prune_multi_heads() (pytext.models.representations.transformer.multihead_attention.MultiheadSelfAttention method)
(pytext.models.representations.transformer.MultiheadSelfAttention method)
prune_multi_linear_heads() (pytext.models.representations.transformer.multihead_linear_attention.MultiheadLinearAttention method)
(pytext.models.representations.transformer.MultiheadLinearAttention method)
PureDocAttention (class in pytext.models.representations.pure_doc_attention)
PureFP16Optimizer (class in pytext.optimizer.fp16_optimizer)
PureLossMetricReporter (class in pytext.metric_reporters)
(class in pytext.metric_reporters.metric_reporter)
push() (pytext.models.semantic_parsers.rnng.rnng_data_structures.StackLSTM method)
(pytext.utils.timing.HierarchicalTimer method)
push_action() (pytext.models.semantic_parsers.rnng.rnng_parser.RNNGParserBase method)
pytext (module)
pytext.builtin_task (module)
pytext.common (module)
pytext.common.constants (module)
pytext.common.utils (module)
pytext.config (module)
pytext.config.component (module)
pytext.config.config_adapter (module)
pytext.config.contextual_intent_slot (module)
pytext.config.doc_classification (module)
pytext.config.field_config (module)
pytext.config.module_config (module)
pytext.config.pair_classification (module)
pytext.config.pytext_config (module)
pytext.config.query_document_pairwise_ranking (module)
pytext.config.serialize (module)
pytext.config.utils (module)
pytext.data (module)
pytext.data.batch_sampler (module)
pytext.data.bert_tensorizer (module)
pytext.data.data (module)
pytext.data.data_handler (module)
pytext.data.data_structures (module)
pytext.data.data_structures.annotation (module)
pytext.data.data_structures.node (module)
pytext.data.dense_retrieval_tensorizer (module)
pytext.data.disjoint_multitask_data (module)
pytext.data.disjoint_multitask_data_handler (module)
pytext.data.dynamic_pooling_batcher (module)
pytext.data.featurizer (module)
pytext.data.featurizer.featurizer (module)
pytext.data.featurizer.simple_featurizer (module)
pytext.data.masked_tensorizer (module)
pytext.data.masked_util (module)
pytext.data.packed_lm_data (module)
pytext.data.roberta_tensorizer (module)
pytext.data.sources (module)
pytext.data.sources.conllu (module)
pytext.data.sources.data_source (module)
pytext.data.sources.dense_retrieval (module)
pytext.data.sources.pandas (module)
pytext.data.sources.session (module)
pytext.data.sources.squad (module)
pytext.data.sources.tsv (module)
pytext.data.squad_for_bert_tensorizer (module)
pytext.data.squad_tensorizer (module)
pytext.data.tensorizers (module)
pytext.data.test (module)
pytext.data.test.batch_sampler_test (module)
pytext.data.test.data_test (module)
pytext.data.test.dynamic_pooling_batcher_test (module)
pytext.data.test.mask_tensorizers_test (module)
pytext.data.test.pandas_data_source_test (module)
pytext.data.test.round_robin_batchiterator_test (module)
pytext.data.test.simple_featurizer_test (module)
pytext.data.test.tensorizers_test (module)
pytext.data.test.tokenizers_test (module)
pytext.data.test.tsv_data_source_test (module)
pytext.data.test.utils_test (module)
pytext.data.token_tensorizer (module)
pytext.data.tokenizers (module)
pytext.data.tokenizers.tokenizer (module)
pytext.data.utils (module)
pytext.data.xlm_constants (module)
pytext.data.xlm_dictionary (module)
pytext.data.xlm_tensorizer (module)
pytext.exporters (module)
pytext.exporters.custom_exporters (module)
pytext.exporters.exporter (module)
pytext.fields (module)
pytext.fields.char_field (module)
pytext.fields.contextual_token_embedding_field (module)
pytext.fields.dict_field (module)
pytext.fields.field (module)
pytext.fields.text_field_with_special_unk (module)
pytext.loss (module)
pytext.loss.loss (module)
pytext.loss.regularized_loss (module)
pytext.loss.regularizer (module)
pytext.loss.structured_loss (module)
pytext.main (module)
pytext.metric_reporters (module)
pytext.metric_reporters.calibration_metric_reporter (module)
pytext.metric_reporters.channel (module)
pytext.metric_reporters.classification_metric_reporter (module)
pytext.metric_reporters.compositional_metric_reporter (module)
pytext.metric_reporters.compositional_utils (module)
pytext.metric_reporters.dense_retrieval_metric_reporter (module)
pytext.metric_reporters.disjoint_multitask_metric_reporter (module)
pytext.metric_reporters.intent_slot_detection_metric_reporter (module)
pytext.metric_reporters.language_model_metric_reporter (module)
pytext.metric_reporters.metric_reporter (module)
pytext.metric_reporters.pairwise_ranking_metric_reporter (module)
pytext.metric_reporters.regression_metric_reporter (module)
pytext.metric_reporters.seq2seq_compositional (module)
pytext.metric_reporters.seq2seq_metric_reporter (module)
pytext.metric_reporters.seq2seq_utils (module)
pytext.metric_reporters.squad_metric_reporter (module)
pytext.metric_reporters.word_tagging_metric_reporter (module)
pytext.metrics (module)
pytext.metrics.calibration_metrics (module)
pytext.metrics.dense_retrieval_metrics (module)
pytext.metrics.intent_slot_metrics (module)
pytext.metrics.language_model_metrics (module)
pytext.metrics.seq2seq_metrics (module)
pytext.metrics.squad_metrics (module)
pytext.models (module)
pytext.models.bert_classification_models (module)
pytext.models.bert_regression_model (module)
pytext.models.crf (module)
pytext.models.decoders (module)
pytext.models.decoders.decoder_base (module)
pytext.models.decoders.intent_slot_model_decoder (module)
pytext.models.decoders.mlp_decoder (module)
pytext.models.decoders.mlp_decoder_query_response (module)
pytext.models.decoders.mlp_decoder_two_tower (module)
pytext.models.decoders.multilabel_decoder (module)
pytext.models.disjoint_multitask_model (module)
pytext.models.distributed_model (module)
pytext.models.doc_model (module)
pytext.models.embeddings (module)
pytext.models.embeddings.char_embedding (module)
pytext.models.embeddings.contextual_token_embedding (module)
pytext.models.embeddings.dict_embedding (module)
pytext.models.embeddings.embedding_base (module)
pytext.models.embeddings.embedding_list (module)
pytext.models.embeddings.mlp_embedding (module)
pytext.models.embeddings.scriptable_embedding_list (module)
pytext.models.embeddings.word_embedding (module)
pytext.models.embeddings.word_seq_embedding (module)
pytext.models.ensembles (module)
pytext.models.ensembles.bagging_doc_ensemble (module)
pytext.models.ensembles.bagging_intent_slot_ensemble (module)
pytext.models.ensembles.ensemble (module)
pytext.models.joint_model (module)
pytext.models.language_models (module)
pytext.models.language_models.lmlstm (module)
pytext.models.masked_lm (module)
pytext.models.masking_utils (module)
pytext.models.model (module)
pytext.models.module (module)
pytext.models.output_layers (module)
pytext.models.output_layers.distance_output_layer (module)
pytext.models.output_layers.doc_classification_output_layer (module)
pytext.models.output_layers.doc_regression_output_layer (module)
pytext.models.output_layers.intent_slot_output_layer (module)
pytext.models.output_layers.lm_output_layer (module)
pytext.models.output_layers.multi_label_classification_layer (module)
pytext.models.output_layers.output_layer_base (module)
pytext.models.output_layers.pairwise_ranking_output_layer (module)
pytext.models.output_layers.squad_output_layer (module)
pytext.models.output_layers.utils (module)
pytext.models.output_layers.word_tagging_output_layer (module)
pytext.models.pair_classification_model (module)
pytext.models.qna (module)
pytext.models.qna.bert_squad_qa (module)
pytext.models.qna.dr_qa (module)
pytext.models.query_document_pairwise_ranking_model (module)
pytext.models.r3f_models (module)
pytext.models.representations (module)
pytext.models.representations.attention (module)
pytext.models.representations.augmented_lstm (module)
pytext.models.representations.bilstm (module)
pytext.models.representations.bilstm_doc_attention (module)
pytext.models.representations.bilstm_doc_slot_attention (module)
pytext.models.representations.bilstm_slot_attn (module)
pytext.models.representations.biseqcnn (module)
pytext.models.representations.contextual_intent_slot_rep (module)
pytext.models.representations.deepcnn (module)
pytext.models.representations.docnn (module)
pytext.models.representations.huggingface_bert_sentence_encoder (module)
pytext.models.representations.huggingface_electra_sentence_encoder (module)
pytext.models.representations.jointcnn_rep (module)
pytext.models.representations.ordered_neuron_lstm (module)
pytext.models.representations.pair_rep (module)
pytext.models.representations.pass_through (module)
pytext.models.representations.pooling (module)
pytext.models.representations.pure_doc_attention (module)
pytext.models.representations.representation_base (module)
pytext.models.representations.seq_rep (module)
pytext.models.representations.slot_attention (module)
pytext.models.representations.sparse_transformer_sentence_encoder (module)
pytext.models.representations.stacked_bidirectional_rnn (module)
pytext.models.representations.traced_transformer_encoder (module)
pytext.models.representations.transformer (module)
pytext.models.representations.transformer.multihead_attention (module)
pytext.models.representations.transformer.multihead_linear_attention (module)
pytext.models.representations.transformer.positional_embedding (module)
pytext.models.representations.transformer.representation (module)
pytext.models.representations.transformer.residual_mlp (module)
pytext.models.representations.transformer.sentence_encoder (module)
pytext.models.representations.transformer.transformer (module)
pytext.models.representations.transformer_sentence_encoder (module)
pytext.models.representations.transformer_sentence_encoder_base (module)
pytext.models.roberta (module)
pytext.models.semantic_parsers (module)
pytext.models.semantic_parsers.rnng (module)
pytext.models.semantic_parsers.rnng.rnng_constant (module)
pytext.models.semantic_parsers.rnng.rnng_data_structures (module)
pytext.models.semantic_parsers.rnng.rnng_parser (module)
pytext.models.seq_models (module)
pytext.models.seq_models.attention (module)
pytext.models.seq_models.base (module)
pytext.models.seq_models.contextual_intent_slot (module)
pytext.models.seq_models.conv_decoder (module)
pytext.models.seq_models.conv_encoder (module)
pytext.models.seq_models.conv_model (module)
pytext.models.seq_models.light_conv (module)
pytext.models.seq_models.mask_generator (module)
pytext.models.seq_models.nar_length (module)
pytext.models.seq_models.nar_modules (module)
pytext.models.seq_models.nar_output_layer (module)
pytext.models.seq_models.positional (module)
pytext.models.seq_models.projection_layers (module)
pytext.models.seq_models.rnn_decoder (module)
pytext.models.seq_models.rnn_encoder (module)
pytext.models.seq_models.rnn_encoder_decoder (module)
pytext.models.seq_models.seq2seq_model (module)
pytext.models.seq_models.seq2seq_output_layer (module)
pytext.models.seq_models.seqnn (module)
pytext.models.seq_models.utils (module)
pytext.models.two_tower_classification_model (module)
pytext.models.utils (module)
pytext.models.word_model (module)
pytext.optimizer (module)
pytext.optimizer.activations (module)
pytext.optimizer.adabelief (module)
pytext.optimizer.fairseq_fp16_utils (module)
pytext.optimizer.fp16_optimizer (module)
pytext.optimizer.lamb (module)
pytext.optimizer.madgrad (module)
pytext.optimizer.optimizers (module)
pytext.optimizer.privacy_engine (module)
pytext.optimizer.radam (module)
pytext.optimizer.scheduler (module)
pytext.optimizer.sparsifiers (module)
pytext.optimizer.sparsifiers.blockwise_sparsifier (module)
pytext.optimizer.sparsifiers.sparsifier (module)
pytext.optimizer.swa (module)
pytext.resources (module)
pytext.resources.roberta (module)
pytext.task (module)
pytext.task.accelerator_lowering (module)
pytext.task.disjoint_multitask (module)
pytext.task.new_task (module)
pytext.task.nop_decorator (module)
pytext.task.quantize (module)
pytext.task.serialize (module)
pytext.task.task (module)
pytext.task.tasks (module)
pytext.torchscript (module)
pytext.torchscript.batchutils (module)
pytext.torchscript.module (module)
pytext.torchscript.seq2seq (module)
pytext.torchscript.seq2seq.beam_decode (module)
pytext.torchscript.seq2seq.beam_search (module)
pytext.torchscript.seq2seq.decoder (module)
pytext.torchscript.seq2seq.encoder (module)
pytext.torchscript.seq2seq.export_model (module)
pytext.torchscript.seq2seq.scripted_seq2seq_generator (module)
pytext.torchscript.seq2seq.seq2seq_rnn_decoder_utils (module)
pytext.torchscript.tensorizer (module)
pytext.torchscript.tensorizer.bert (module)
pytext.torchscript.tensorizer.normalizer (module)
pytext.torchscript.tensorizer.roberta (module)
pytext.torchscript.tensorizer.tensorizer (module)
pytext.torchscript.tensorizer.xlm (module)
pytext.torchscript.tokenizer (module)
pytext.torchscript.tokenizer.bpe (module)
pytext.torchscript.tokenizer.tokenizer (module)
pytext.torchscript.utils (module)
pytext.torchscript.vocab (module)
pytext.trainers (module)
pytext.trainers.ensemble_trainer (module)
pytext.trainers.hogwild_trainer (module)
pytext.trainers.trainer (module)
pytext.trainers.training_state (module)
pytext.utils (module)
pytext.utils.ascii_table (module)
pytext.utils.config_utils (module)
pytext.utils.cuda (module)
pytext.utils.data (module)
pytext.utils.distributed (module)
pytext.utils.documentation (module)
pytext.utils.embeddings (module)
pytext.utils.file_io (module)
pytext.utils.label (module)
pytext.utils.lazy (module)
pytext.utils.loss (module)
pytext.utils.meter (module)
pytext.utils.mobile_onnx (module)
pytext.utils.model (module)
pytext.utils.onnx (module)
pytext.utils.path (module)
pytext.utils.precision (module)
pytext.utils.tensor (module)
pytext.utils.test (module)
pytext.utils.timing (module)
pytext.utils.usage (module)
pytext.workflow (module)
pytext_config_from_json() (in module pytext.config.serialize)
PyTextCheckpointManagerInterface (class in pytext.task.serialize)
PyTextConfig (class in pytext.config.pytext_config)
PyTextEmbeddingModule (class in pytext.torchscript.module)
PyTextEmbeddingModuleIndex (class in pytext.torchscript.module)
PyTextEmbeddingModuleWithDense (class in pytext.torchscript.module)
PyTextEmbeddingModuleWithDenseIndex (class in pytext.torchscript.module)
PyTextIncrementalDecoderComponent (class in pytext.models.seq_models.base)
PyTextLayerModule (class in pytext.torchscript.module)
PyTextLayerModuleWithDense (class in pytext.torchscript.module)
PyTextSeq2SeqModule (class in pytext.models.seq_models.base)
PyTextTwoTowerEmbeddingModule (class in pytext.torchscript.module)
PyTextTwoTowerEmbeddingModuleWithDense (class in pytext.torchscript.module)
PyTextTwoTowerLayerModule (class in pytext.torchscript.module)
PyTextTwoTowerLayerModuleWithDense (class in pytext.torchscript.module)
PyTextVariableSizeEmbeddingModule (class in pytext.torchscript.module)
pytorch_to_caffe2() (in module pytext.utils.mobile_onnx)
(in module pytext.utils.onnx)
Q
quantize() (pytext.models.BaseModel method)
(pytext.models.model.BaseModel method)
quantize_fx() (in module pytext.task.quantize)
quantize_statically() (in module pytext.task)
(in module pytext.task.quantize)
QuantizedMultiheadLinearAttention (class in pytext.models.representations.transformer)
(class in pytext.models.representations.transformer.multihead_linear_attention)
QUERY (pytext.config.query_document_pairwise_ranking.ModelInput attribute)
query (pytext.config.query_document_pairwise_ranking.ModelInputConfig attribute)
query_word_reprs() (in module pytext.models.output_layers.utils)
QueryDocPairwiseRankingModel (class in pytext.models.query_document_pairwise_ranking_model)
QueryDocumentPairwiseRankingTask (class in pytext.task.tasks)
QUES_COLUMN (pytext.metric_reporters.squad_metric_reporter.SquadMetricReporter attribute)
(pytext.metric_reporters.SquadMetricReporter attribute)
R
r3f_default_lambda (pytext.models.r3f_models.R3FConfigOptions attribute)
r3f_lambda_by_loss (pytext.models.r3f_models.R3FConfigOptions attribute)
R3FConfigOptions (class in pytext.models.r3f_models)
R3FNoiseContextManager (class in pytext.models.r3f_models)
R3FNoiseType (class in pytext.models.r3f_models)
R3FPyTextMixin (class in pytext.models.r3f_models)
RAdam (class in pytext.optimizer.radam)
RANDOM (pytext.config.field_config.EmbedInitStrategy attribute)
(pytext.models.masking_utils.MaskingStrategy attribute)
random_masking() (in module pytext.models.masking_utils)
random_seed (pytext.config.pytext_config.PyTextConfig attribute)
RandomizedBatchSampler (class in pytext.data)
(class in pytext.data.batch_sampler)
RandomizedMaskingFunction (class in pytext.data.masked_util)
range_to_anchors_and_delta() (in module pytext.utils.loss)
rank (pytext.trainers.training_state.TrainingState attribute)
(pytext.trainers.TrainingState attribute)
raw_columns (pytext.data.data_handler.DataHandler attribute)
(pytext.data.DataHandler attribute)
raw_cosine (pytext.models.output_layers.distance_output_layer.OutputScore attribute)
raw_data (pytext.data.data.BatchData attribute)
(pytext.data.data.RowData attribute)
RAW_DICT_FIELD (pytext.common.constants.DatasetFieldName attribute)
RAW_EMBED (pytext.common.constants.PackageFileName attribute)
raw_eval_data_generator() (pytext.data.sources.conllu.CoNLLUPOSDataSource method)
(pytext.data.sources.PandasDataSource method)
(pytext.data.sources.TSVDataSource method)
(pytext.data.sources.data_source.RootDataSource method)
(pytext.data.sources.pandas.PandasDataSource method)
(pytext.data.sources.tsv.TSVDataSource method)
RAW_FEATS (pytext.common.constants.DFColumn attribute)
raw_gazetteer_feats (pytext.data.featurizer.featurizer.InputRecord attribute)
(pytext.data.featurizer.InputRecord attribute)
raw_generator() (pytext.data.sources.pandas.PandasDataSource static method)
(pytext.data.sources.PandasDataSource static method)
RAW_SEQUENCE (pytext.common.constants.DatasetFieldName attribute)
raw_test_data_generator() (pytext.data.sources.conllu.CoNLLUPOSDataSource method)
(pytext.data.sources.PandasDataSource method)
(pytext.data.sources.TSVDataSource method)
(pytext.data.sources.data_source.RootDataSource method)
(pytext.data.sources.pandas.PandasDataSource method)
(pytext.data.sources.tsv.TSVDataSource method)
RAW_TEXT (pytext.config.doc_classification.ExtraField attribute)
raw_text (pytext.data.featurizer.featurizer.InputRecord attribute)
(pytext.data.featurizer.InputRecord attribute)
RAW_TEXT_COLUMN (pytext.metric_reporters.language_model_metric_reporter.LanguageModelMetricReporter attribute)
(pytext.metric_reporters.LanguageModelMetricReporter attribute)
raw_train_data_generator() (pytext.data.sources.conllu.CoNLLUPOSDataSource method)
(pytext.data.sources.PandasDataSource method)
(pytext.data.sources.TSVDataSource method)
(pytext.data.sources.data_source.RootDataSource method)
(pytext.data.sources.pandas.PandasDataSource method)
(pytext.data.sources.tsv.TSVDataSource method)
RAW_WORD_LABEL (pytext.common.constants.DatasetFieldName attribute)
(pytext.config.contextual_intent_slot.ExtraField attribute)
RawExample (class in pytext.data.sources)
(class in pytext.data.sources.data_source)
RawExampleFieldName (class in pytext.common.constants)
RawExampleTest (class in pytext.data.test.data_test)
RawField (class in pytext.fields)
(class in pytext.fields.field)
read_chunk_size (pytext.config.pytext_config.PyTextConfig attribute)
read_file() (pytext.data.sources.dense_retrieval.DenseRetrievalDataSource method)
(pytext.data.sources.DenseRetrievalDataSource method)
read_from_file() (pytext.data.data_handler.DataHandler method)
(pytext.data.DataHandler method)
read_vocab() (pytext.data.xlm_dictionary.Dictionary static method)
real_trainer (pytext.trainers.ensemble_trainer.EnsembleTrainer attribute)
(pytext.trainers.EnsembleTrainer attribute)
RealtimeMetrics (class in pytext.metrics)
recall (pytext.metrics.MacroPRF1Scores attribute)
,
[1]
(pytext.metrics.PRF1Scores attribute)
,
[1]
recall_at_precision (pytext.metrics.MultiLabelSoftClassificationMetrics attribute)
(pytext.metrics.SoftClassificationMetrics attribute)
recall_at_precision() (in module pytext.metrics)
recursive_map() (in module pytext.utils)
recursive_validation() (pytext.data.data_structures.annotation.Tree method)
ReduceLROnPlateau (class in pytext.optimizer.scheduler)
register_adapter() (in module pytext.config.config_adapter)
register_builtin_tasks() (in module pytext.builtin_task)
register_down_grade_adapter() (in module pytext.config.config_adapter)
register_http_url_handler() (in module pytext.utils.file_io)
register_snapshot_loader() (in module pytext.task.serialize)
register_tasks() (in module pytext.config.component)
register_type() (pytext.data.sources.data_source.RootDataSource class method)
Registry (class in pytext.config.component)
RegistryError
RegressionMetricReporter (class in pytext.metric_reporters)
(class in pytext.metric_reporters.regression_metric_reporter)
RegressionMetrics (class in pytext.metrics)
RegressionOutputLayer (class in pytext.models.output_layers)
(class in pytext.models.output_layers.doc_regression_output_layer)
RegressionScores (class in pytext.models.output_layers.doc_regression_output_layer)
Regularizer (class in pytext.loss.regularizer)
reload_model_for_multi_export() (in module pytext.workflow)
RELU (pytext.config.module_config.Activation attribute)
relu (pytext.models.representations.bilstm_doc_slot_attention.BiLSTMDocSlotAttention attribute)
remove() (pytext.data.data_structures.annotation.Token method)
remove_docclassificationtask_deprecated() (in module pytext.config.config_adapter)
remove_lmtask_deprecated() (in module pytext.config.config_adapter)
remove_state_keys() (in module pytext.models.representations.transformer.sentence_encoder)
rename() (in module pytext.config.config_adapter)
rename_bitransformer_inputs() (in module pytext.config.config_adapter)
rename_component_from_root() (in module pytext.models.representations.transformer.sentence_encoder)
rename_fl_task() (in module pytext.config.config_adapter)
rename_parameter() (in module pytext.config.config_adapter)
rename_state_keys() (in module pytext.models.representations.transformer.sentence_encoder)
rename_tensorizer_vocab_params() (in module pytext.config.config_adapter)
reorder_encoder_out() (pytext.models.seq_models.conv_encoder.LightConvEncoder method)
reorder_incremental_state() (pytext.models.seq_models.attention.MultiheadAttention method)
(pytext.models.seq_models.base.PlaceholderAttentionIdentity method)
(pytext.models.seq_models.base.PyTextIncrementalDecoderComponent method)
(pytext.models.seq_models.conv_decoder.LightConvDecoderBase method)
(pytext.models.seq_models.conv_decoder.LightConvDecoderLayer method)
(pytext.models.seq_models.light_conv.LightweightConv method)
(pytext.models.seq_models.rnn_decoder.RNNDecoderBase method)
repackage_hidden() (in module pytext.models.language_models.lmlstm)
replace_components() (in module pytext.utils.documentation)
replace_lazy_modules() (in module pytext.utils.lazy)
replace_param() (in module pytext.config.utils)
replace_tokens() (pytext.data.utils.Vocabulary method)
report() (pytext.metric_reporters.Channel method)
(pytext.metric_reporters.channel.Channel method)
(pytext.metric_reporters.channel.ConsoleChannel method)
(pytext.metric_reporters.channel.FileChannel method)
(pytext.metric_reporters.channel.TensorBoardChannel method)
(pytext.utils.timing.Snapshot method)
report_eval_results (pytext.config.pytext_config.PyTextConfig attribute)
report_metric() (pytext.metric_reporters.disjoint_multitask_metric_reporter.DisjointMultitaskMetricReporter method)
(pytext.metric_reporters.MetricReporter method)
(pytext.metric_reporters.metric_reporter.MetricReporter method)
report_realtime_metric() (pytext.metric_reporters.disjoint_multitask_metric_reporter.DisjointMultitaskMetricReporter method)
(pytext.metric_reporters.MetricReporter method)
(pytext.metric_reporters.language_model_metric_reporter.MaskedLMMetricReporter method)
(pytext.metric_reporters.metric_reporter.MetricReporter method)
report_snapshot() (in module pytext.utils.timing)
report_test_results (pytext.config.pytext_config.PyTextConfig attribute)
report_train_metrics (pytext.trainers.Trainer attribute)
(pytext.trainers.trainer.Trainer attribute)
representation (pytext.models.Model attribute)
(pytext.models.model.Model attribute)
representation_dim (pytext.models.representations.augmented_lstm.AugmentedLSTM attribute)
(pytext.models.representations.bilstm.BiLSTM attribute)
(pytext.models.representations.bilstm_doc_attention.BiLSTMDocAttention attribute)
(pytext.models.representations.bilstm_doc_slot_attention.BiLSTMDocSlotAttention attribute)
(pytext.models.representations.bilstm_slot_attn.BiLSTMSlotAttention attribute)
(pytext.models.representations.stacked_bidirectional_rnn.StackedBidirectionalRNN attribute)
RepresentationBase (class in pytext.models.representations.representation_base)
reset() (pytext.optimizer.adabelief.AdaBelief method)
(pytext.utils.meter.Meter method)
(pytext.utils.meter.TimeMeter method)
reset_incremental_states() (pytext.torchscript.seq2seq.decoder.DecoderBatchedStepEnsemble method)
reset_param_groups() (pytext.optimizer.madgrad.MADGRAD method)
(pytext.optimizer.optimizers.Optimizer method)
(pytext.optimizer.swa.StochasticWeightAveraging method)
reset_parameters() (pytext.models.crf.CRF method)
(pytext.models.embeddings.char_embedding.Highway method)
(pytext.models.representations.augmented_lstm.AugmentedLSTMCell method)
(pytext.models.seq_models.light_conv.LightweightConv method)
(pytext.models.seq_models.projection_layers.DecoderWithLinearOutputProjection method)
(pytext.models.seq_models.rnn_decoder.DecoderWithLinearOutputProjection method)
ResidualMLP (class in pytext.models.representations.transformer)
(class in pytext.models.representations.transformer.residual_mlp)
resolve() (pytext.utils.lazy.Lazy method)
resolve_optional() (in module pytext.config.utils)
ResultRow (class in pytext.utils.data)
ResultTable (class in pytext.utils.data)
RIGHT (pytext.models.decoders.mlp_decoder_two_tower.ExportType attribute)
RNN (pytext.models.representations.stacked_bidirectional_rnn.RnnType attribute)
rnn_type (pytext.models.representations.stacked_bidirectional_rnn.StackedBidirectionalRNN.Config attribute)
RNNDecoder (class in pytext.models.seq_models.rnn_decoder)
RNNDecoderBase (class in pytext.models.seq_models.rnn_decoder)
RNNGParser (class in pytext.models.semantic_parsers.rnng.rnng_parser)
RNNGParserBase (class in pytext.models.semantic_parsers.rnng.rnng_parser)
RNNModel (class in pytext.models.seq_models.rnn_encoder_decoder)
RnnType (class in pytext.models.representations.stacked_bidirectional_rnn)
RoBERTa (class in pytext.models.roberta)
RoBERTaContextTensorizerForDenseRetrieval (class in pytext.data.dense_retrieval_tensorizer)
RoBERTaEncoder (class in pytext.models.roberta)
RoBERTaEncoderBase (class in pytext.models.roberta)
RoBERTaEncoderJit (class in pytext.models.roberta)
RoBERTaNERTask (class in pytext.task.tasks)
RoBERTaR3F (class in pytext.models.roberta)
RoBERTaRegression (class in pytext.models.roberta)
RoBERTaTensorizer (class in pytext.data.roberta_tensorizer)
RobertaTensorizerTest (class in pytext.data.test.tensorizers_test)
RoBERTaTokenLevelTensorizer (class in pytext.data.roberta_tensorizer)
RoBERTaWordTaggingModel (class in pytext.models.roberta)
ROC_AUC (pytext.metric_reporters.classification_metric_reporter.ComparableClassificationMetric attribute)
roc_auc (pytext.metrics.ClassificationMetrics attribute)
,
[1]
(pytext.metrics.MultiLabelSoftClassificationMetrics attribute)
(pytext.metrics.SoftClassificationMetrics attribute)
Root (class in pytext.data.data_structures.annotation)
RootDataSource (class in pytext.data.sources.data_source)
round_seq() (in module pytext.utils)
RoundRobinBatchIterator (class in pytext.data.disjoint_multitask_data_handler)
RoundRobinBatchIteratorTest (class in pytext.data.test.round_robin_batchiterator_test)
RoundRobinBatchSampler (class in pytext.data)
(class in pytext.data.batch_sampler)
ROW_INDEX (pytext.common.constants.RawExampleFieldName attribute)
(pytext.metric_reporters.SquadMetricReporter attribute)
(pytext.metric_reporters.squad_metric_reporter.SquadMetricReporter attribute)
row_size() (pytext.data.tensorizers.TensorizerScriptImpl method)
RowData (class in pytext.data.data)
RowShardedDataSource (class in pytext.data.sources.data_source)
run() (pytext.workflow.LogitsWriter method)
run_epoch() (pytext.trainers.hogwild_trainer.HogwildTrainer method)
(pytext.trainers.HogwildTrainer method)
(pytext.trainers.HogwildTrainer_Deprecated method)
(pytext.trainers.Trainer method)
(pytext.trainers.hogwild_trainer.HogwildTrainer_Deprecated method)
(pytext.trainers.trainer.Trainer method)
run_single() (in module pytext.main)
run_step() (pytext.trainers.TaskTrainer method)
(pytext.trainers.Trainer method)
(pytext.trainers.trainer.TaskTrainer method)
(pytext.trainers.trainer.Trainer method)
S
safe_division() (in module pytext.metrics)
SafeFileWrapper (class in pytext.data.sources.data_source)
samples (pytext.metrics.RealtimeMetrics attribute)
,
[1]
SamplewiseLabelSmoothingLoss (class in pytext.loss)
(class in pytext.loss.regularized_loss)
save() (in module pytext.task)
(in module pytext.task.serialize)
(pytext.task.serialize.CheckpointManager method)
save_all_checkpoints (pytext.config.pytext_config.PyTextConfig attribute)
save_and_export() (in module pytext.workflow)
save_caffe2_pb_net() (in module pytext.exporters.custom_exporters)
save_checkpoint() (in module pytext.task.serialize)
(pytext.task.serialize.CheckpointManager method)
(pytext.task.serialize.PyTextCheckpointManagerInterface method)
(pytext.trainers.Trainer method)
(pytext.trainers.trainer.Trainer method)
save_model_state_for_all_rank() (pytext.optimizer.sparsifiers.sparsifier.SensitivityAnalysisSparsifier method)
(pytext.optimizer.sparsifiers.sparsifier.Sparsifier method)
save_module_checkpoints (pytext.config.pytext_config.PyTextConfig attribute)
save_modules() (pytext.models.BaseModel method)
(pytext.models.disjoint_multitask_model.DisjointMultitaskModel method)
(pytext.models.ensembles.EnsembleModel method)
(pytext.models.ensembles.ensemble.EnsembleModel method)
(pytext.models.model.BaseModel method)
(pytext.models.pair_classification_model.BasePairwiseModel method)
(pytext.models.pair_classification_model.PairwiseModel method)
(pytext.models.semantic_parsers.rnng.rnng_parser.RNNGParserBase method)
save_pytext_snapshot() (in module pytext.workflow)
save_snapshot() (pytext.task.serialize.CheckpointManager method)
(pytext.task.serialize.PyTextCheckpointManagerInterface method)
save_snapshot_path (pytext.config.pytext_config.PyTextConfig attribute)
scale_loss() (in module pytext.optimizer.fp16_optimizer)
(pytext.optimizer.fp16_optimizer.FP16OptimizerDeprecated method)
(pytext.optimizer.fp16_optimizer.PureFP16Optimizer method)
Scheduler (class in pytext.optimizer.scheduler)
SCHEDULER (pytext.config.component.ComponentType attribute)
SchedulerWithWarmup (class in pytext.optimizer.scheduler)
ScriptableEmbeddingList (class in pytext.models.embeddings.scriptable_embedding_list)
ScriptableEmbeddingList.Wrapper1 (class in pytext.models.embeddings.scriptable_embedding_list)
ScriptableEmbeddingList.Wrapper3 (class in pytext.models.embeddings.scriptable_embedding_list)
ScriptBasedTokenTensorizer (class in pytext.data.token_tensorizer)
ScriptBatchInput (class in pytext.torchscript.utils)
ScriptBERTTensorizer (class in pytext.torchscript.tensorizer)
(class in pytext.torchscript.tensorizer.bert)
ScriptBERTTensorizerBase (class in pytext.torchscript.tensorizer.bert)
ScriptBPE (class in pytext.torchscript.tokenizer)
(class in pytext.torchscript.tokenizer.bpe)
ScriptBPETokenizer (class in pytext.torchscript.tokenizer)
(class in pytext.torchscript.tokenizer.tokenizer)
ScriptDoNothingTokenizer (class in pytext.torchscript.tokenizer)
(class in pytext.torchscript.tokenizer.tokenizer)
ScriptedSequenceGenerator (class in pytext.torchscript.seq2seq.scripted_seq2seq_generator)
ScriptFloat1DListTensorizer (class in pytext.torchscript.tensorizer)
(class in pytext.torchscript.tensorizer.tensorizer)
ScriptFloatListSeqTensorizer (class in pytext.torchscript.tensorizer)
(class in pytext.torchscript.tensorizer.tensorizer)
ScriptInteger1DListTensorizer (class in pytext.torchscript.tensorizer)
(class in pytext.torchscript.tensorizer.tensorizer)
ScriptPyTextEmbeddingModule (class in pytext.torchscript.module)
ScriptPyTextEmbeddingModuleIndex (class in pytext.torchscript.module)
ScriptPyTextEmbeddingModuleWithDense (class in pytext.torchscript.module)
ScriptPyTextEmbeddingModuleWithDenseIndex (class in pytext.torchscript.module)
ScriptPyTextModule (class in pytext.torchscript.module)
ScriptPyTextModuleWithDense (class in pytext.torchscript.module)
ScriptPyTextTwoTowerEmbeddingModule (class in pytext.torchscript.module)
ScriptPyTextTwoTowerEmbeddingModuleWithDense (class in pytext.torchscript.module)
ScriptPyTextTwoTowerModule (class in pytext.torchscript.module)
ScriptPyTextTwoTowerModuleWithDense (class in pytext.torchscript.module)
ScriptPyTextVariableSizeEmbeddingModule (class in pytext.torchscript.module)
ScriptRoBERTaTensorizer (class in pytext.torchscript.tensorizer)
(class in pytext.torchscript.tensorizer.roberta)
ScriptRoBERTaTensorizerWithIndices (class in pytext.torchscript.tensorizer)
(class in pytext.torchscript.tensorizer.roberta)
ScriptTensorizer (class in pytext.torchscript.tensorizer)
(class in pytext.torchscript.tensorizer.tensorizer)
ScriptTokenizerBase (class in pytext.torchscript.tokenizer)
(class in pytext.torchscript.tokenizer.tokenizer)
ScriptTwoTowerModule (class in pytext.torchscript.module)
ScriptVocabulary (class in pytext.torchscript.vocab)
ScriptWordTokenizer (class in pytext.torchscript.tokenizer)
(class in pytext.torchscript.tokenizer.tokenizer)
ScriptXLMTensorizer (class in pytext.torchscript.tensorizer)
(class in pytext.torchscript.tensorizer.xlm)
select_key_and_batch() (in module pytext.data.batch_sampler)
SelfAttention (class in pytext.models.representations.pooling)
SELFIE (class in pytext.models.roberta)
SELFIE_RAW_IMAGE (pytext.common.constants.SpecialTokens attribute)
SELFIETransformer (class in pytext.models.representations.transformer)
(class in pytext.models.representations.transformer.transformer)
SemanticParsingTask (class in pytext.task.tasks)
sensitivity_analysis() (pytext.optimizer.sparsifiers.sparsifier.SensitivityAnalysisSparsifier method)
SensitivityAnalysisSparsifier (class in pytext.optimizer.sparsifiers.sparsifier)
SentenceEncoder (class in pytext.models.representations.transformer)
(class in pytext.models.representations.transformer.sentence_encoder)
SentencePieceTokenizer (class in pytext.data.tokenizers)
(class in pytext.data.tokenizers.tokenizer)
SentencePieceTokenizerTest (class in pytext.data.test.tokenizers_test)
SeparableConv1d (class in pytext.models.representations.deepcnn)
SEQ (pytext.config.contextual_intent_slot.ModelInput attribute)
Seq2SeqCompositionalMetricReporter (class in pytext.metric_reporters.seq2seq_compositional)
Seq2SeqFileChannel (class in pytext.metric_reporters.seq2seq_metric_reporter)
Seq2SeqJIT (class in pytext.torchscript.seq2seq.export_model)
Seq2SeqMetricReporter (class in pytext.metric_reporters.seq2seq_metric_reporter)
Seq2SeqMetrics (class in pytext.metrics.seq2seq_metrics)
Seq2SeqModel (class in pytext.models.seq_models.seq2seq_model)
Seq2SeqOutputLayer (class in pytext.models.seq_models.seq2seq_output_layer)
Seq2SeqTopKMetrics (class in pytext.metrics.seq2seq_metrics)
SEQ_FIELD (pytext.common.constants.DatasetFieldName attribute)
SEQ_LENS (pytext.common.constants.DatasetFieldName attribute)
(pytext.config.doc_classification.ModelInput attribute)
seq_padding_control (pytext.config.pytext_config.ExportConfig attribute)
(pytext.config.pytext_config.PyTextConfig attribute)
seq_word_feat (pytext.config.contextual_intent_slot.ModelInputConfig attribute)
(pytext.config.field_config.FeatureConfig attribute)
SeqFeatureField (class in pytext.fields)
(class in pytext.fields.field)
SEQLOGICAL (pytext.common.constants.DFColumn attribute)
SeqNNModel (class in pytext.models.seq_models.seqnn)
SeqNNModel_Deprecated (class in pytext.models.seq_models.seqnn)
SeqNNTask (class in pytext.task.tasks)
SeqRepresentation (class in pytext.models.representations.seq_rep)
SeqTokenTensorizer (class in pytext.data.tensorizers)
SequenceAlignedAttention (class in pytext.models.representations.attention)
SequenceLabelingTask (class in pytext.task.tasks)
SequenceTaggingMetricReporter (class in pytext.metric_reporters)
(class in pytext.metric_reporters.word_tagging_metric_reporter)
SERIALIZED_EMBED (pytext.common.constants.PackageFileName attribute)
SessionDataSource (class in pytext.data.sources.session)
SessionPandasDataSource (class in pytext.data.sources.pandas)
SessionTSVDataSource (class in pytext.data.sources.tsv)
SessionTSVDataSourceTest (class in pytext.data.test.tsv_data_source_test)
set_checkpoint_manager() (in module pytext.task.serialize)
set_device() (pytext.data.tensorizers.TensorizerScriptImpl method)
set_export_accelerate() (pytext.config.pytext_config.PyTextConfig method)
set_export_batch_padding_control() (pytext.config.pytext_config.PyTextConfig method)
set_export_caffe2_path() (pytext.config.pytext_config.PyTextConfig method)
set_export_inference_interface() (pytext.config.pytext_config.PyTextConfig method)
set_export_onnx_path() (pytext.config.pytext_config.PyTextConfig method)
set_export_seq_padding_control() (pytext.config.pytext_config.PyTextConfig method)
set_export_target() (pytext.config.pytext_config.PyTextConfig method)
set_export_torchscript_path() (pytext.config.pytext_config.PyTextConfig method)
set_export_torchscript_quantize() (pytext.config.pytext_config.PyTextConfig method)
set_fp16() (in module pytext.utils.precision)
set_incremental_state() (pytext.models.seq_models.base.PyTextIncrementalDecoderComponent method)
set_padding_control() (pytext.data.tensorizers.TensorizerScriptImpl method)
(pytext.torchscript.tensorizer.ScriptTensorizer method)
(pytext.torchscript.tensorizer.tensorizer.ScriptTensorizer method)
set_random_seeds() (in module pytext.utils)
set_transitions() (pytext.models.crf.CRF method)
set_up_training() (pytext.trainers.hogwild_trainer.HogwildTrainer method)
(pytext.trainers.HogwildTrainer method)
(pytext.trainers.HogwildTrainer_Deprecated method)
(pytext.trainers.Trainer method)
(pytext.trainers.hogwild_trainer.HogwildTrainer_Deprecated method)
(pytext.trainers.trainer.Trainer method)
setUp() (pytext.data.test.batch_sampler_test.BatchSamplerTest method)
(pytext.data.test.data_test.DataTest method)
(pytext.data.test.mask_tensorizers_test.MaskTensorizersTest method)
(pytext.data.test.simple_featurizer_test.SimpleFeaturizerTest method)
(pytext.data.test.tensorizers_test.ListTensorizersTest method)
(pytext.data.test.tensorizers_test.SquadTensorizerTest method)
(pytext.data.test.tensorizers_test.TensorizersTest method)
(pytext.data.test.tsv_data_source_test.SessionTSVDataSourceTest method)
(pytext.data.test.tsv_data_source_test.TSVDataSourceTest method)
SGD (class in pytext.optimizer.optimizers)
shard() (in module pytext.data.utils)
ShardedDataSource (class in pytext.data.sources.data_source)
SharedCNNRepresentation (class in pytext.models.representations.jointcnn_rep)
should_iter() (in module pytext.data.utils)
should_mask() (pytext.data.masked_util.MaskingFunction method)
(pytext.data.masked_util.TreeMask method)
shuffle (pytext.data.data_handler.DataHandler attribute)
(pytext.data.DataHandler attribute)
sigmoid_cosine (pytext.models.output_layers.distance_output_layer.OutputScore attribute)
simple_tokenize() (in module pytext.utils.data)
SimpleFeaturizer (class in pytext.data.featurizer)
(class in pytext.data.featurizer.simple_featurizer)
SimpleFeaturizerTest (class in pytext.data.test.simple_featurizer_test)
SINUSOIDAL (pytext.models.seq_models.positional.PostionalEmbedType attribute)
SinusoidalPositionalEmbedding (class in pytext.models.seq_models.positional)
size_from_data (pytext.data.tensorizers.VocabConfig attribute)
size_limit (pytext.data.tensorizers.VocabFileConfig attribute)
skip_header_line (pytext.data.tensorizers.VocabFileConfig attribute)
Slot (class in pytext.data.data_structures.annotation)
(class in pytext.utils.data)
slot_confusions (pytext.metrics.intent_slot_metrics.IntentSlotConfusions attribute)
,
[1]
slot_metrics (pytext.metrics.intent_slot_metrics.IntentSlotMetrics attribute)
,
[1]
SlotAttention (class in pytext.models.representations.slot_attention)
SlotAttentionType (class in pytext.config.module_config)
SlotLabelTensorizer (class in pytext.data.tensorizers)
SlotLabelTensorizerExpansible (class in pytext.data.tensorizers)
slots (pytext.metrics.intent_slot_metrics.IntentsAndSlots attribute)
Snapshot (class in pytext.utils.timing)
snapshot() (pytext.utils.timing.HierarchicalTimer method)
SnapshotList (class in pytext.utils.timing)
SoftClassificationMetrics (class in pytext.metrics)
SoftLabelTensorizer (class in pytext.data.tensorizers)
sort() (in module pytext.task.new_task)
sort_by_score() (in module pytext.metrics)
sort_key() (pytext.data.bert_tensorizer.BERTTensorizerBase method)
(pytext.data.DataHandler method)
(pytext.data.Tensorizer method)
(pytext.data.data_handler.DataHandler method)
(pytext.data.squad_tensorizer.SquadTensorizer method)
(pytext.data.tensorizers.ByteTensorizer method)
(pytext.data.tensorizers.ByteTokenTensorizer method)
(pytext.data.tensorizers.CharacterTokenTensorizer method)
(pytext.data.tensorizers.LabelListRankTensorizer method)
(pytext.data.tensorizers.LabelListTensorizer method)
(pytext.data.tensorizers.SeqTokenTensorizer method)
(pytext.data.tensorizers.Tensorizer method)
(pytext.data.tensorizers.TokenTensorizer method)
(pytext.data.token_tensorizer.ScriptBasedTokenTensorizer method)
sort_within_batch (pytext.data.data_handler.DataHandler attribute)
(pytext.data.DataHandler attribute)
SOURCE_FEATS (pytext.common.constants.DFColumn attribute)
SOURCE_SEQ_FIELD (pytext.common.constants.DatasetFieldName attribute)
SOURCE_SEQUENCE (pytext.common.constants.DFColumn attribute)
SourceType (class in pytext.loss)
(class in pytext.loss.loss)
Span (class in pytext.data.data_structures.node)
(class in pytext.metric_reporters.word_tagging_metric_reporter)
span (pytext.data.data_structures.node.Node attribute)
,
[1]
(pytext.metrics.intent_slot_metrics.Node attribute)
SPAN_PAD_IDX (pytext.data.squad_for_bert_tensorizer.SquadForBERTTensorizer attribute)
(pytext.data.squad_tensorizer.SquadTensorizer attribute)
(pytext.data.tensorizers.Integer1DListTensorizer attribute)
SparseTransformerSentenceEncoder (class in pytext.models.representations.sparse_transformer_sentence_encoder)
sparsification_condition() (pytext.optimizer.sparsifiers.sparsifier.CRF_SparsifierBase method)
(pytext.optimizer.sparsifiers.sparsifier.L0_projection_sparsifier method)
(pytext.optimizer.sparsifiers.sparsifier.SensitivityAnalysisSparsifier method)
(pytext.optimizer.sparsifiers.sparsifier.Sparsifier method)
sparsification_step() (pytext.trainers.Trainer method)
(pytext.trainers.trainer.Trainer method)
Sparsifier (class in pytext.optimizer.sparsifiers.sparsifier)
SPARSIFIER (pytext.config.component.ComponentType attribute)
sparsify() (pytext.optimizer.sparsifiers.sparsifier.CRF_L1_SoftThresholding method)
(pytext.optimizer.sparsifiers.sparsifier.CRF_MagnitudeThresholding method)
(pytext.optimizer.sparsifiers.sparsifier.L0_projection_sparsifier method)
(pytext.optimizer.sparsifiers.sparsifier.SensitivityAnalysisSparsifier method)
(pytext.optimizer.sparsifiers.sparsifier.Sparsifier method)
SpecialTokens (class in pytext.common.constants)
SquadDataSource (class in pytext.data.sources)
(class in pytext.data.sources.squad)
SquadDataSourceForKD (class in pytext.data.sources.squad)
SquadFileChannel (class in pytext.metric_reporters.squad_metric_reporter)
SquadForBERTTensorizer (class in pytext.data.squad_for_bert_tensorizer)
SquadForBERTTensorizerForKD (class in pytext.data.squad_for_bert_tensorizer)
SquadForBERTTensorizerTest (class in pytext.data.test.tensorizers_test)
SquadForRoBERTaTensorizer (class in pytext.data.squad_for_bert_tensorizer)
SquadForRoBERTaTensorizerForKD (class in pytext.data.squad_for_bert_tensorizer)
SquadForRobertaTensorizerTest (class in pytext.data.test.tensorizers_test)
SquadMetricReporter (class in pytext.metric_reporters)
(class in pytext.metric_reporters.squad_metric_reporter)
SquadMetrics (class in pytext.metrics.squad_metrics)
SquadOutputLayer (class in pytext.models.output_layers.squad_output_layer)
SquadQATask (class in pytext.task.tasks)
SquadTensorizer (class in pytext.data.squad_tensorizer)
SquadTensorizerForKD (class in pytext.data.squad_tensorizer)
SquadTensorizerTest (class in pytext.data.test.tensorizers_test)
StackedBidirectionalRNN (class in pytext.models.representations.stacked_bidirectional_rnn)
StackLSTM (class in pytext.models.semantic_parsers.rnng.rnng_data_structures)
Stage (class in pytext.common.constants)
stage (pytext.trainers.training_state.TrainingState attribute)
(pytext.trainers.TrainingState attribute)
stages (pytext.metric_reporters.Channel attribute)
(pytext.metric_reporters.channel.Channel attribute)
start (pytext.data.data_structures.node.Span attribute)
,
[1]
(pytext.data.tokenizers.Token attribute)
(pytext.data.tokenizers.tokenizer.Token attribute)
(pytext.metric_reporters.word_tagging_metric_reporter.Span attribute)
start_batch_size (pytext.data.dynamic_pooling_batcher.BatcherSchedulerConfig attribute)
State (class in pytext.optimizer.sparsifiers.sparsifier)
state_dict() (pytext.models.distributed_model.DistributedModel method)
(pytext.optimizer.fairseq_fp16_utils.Fairseq_FP16OptimizerMixin method)
(pytext.optimizer.fairseq_fp16_utils.Fairseq_MemoryEfficientFP16OptimizerMixin method)
(pytext.optimizer.fp16_optimizer.FP16Optimizer method)
(pytext.optimizer.fp16_optimizer.FP16OptimizerApex method)
(pytext.optimizer.fp16_optimizer.FP16OptimizerDeprecated method)
(pytext.optimizer.swa.StochasticWeightAveraging method)
state_linearity (pytext.models.representations.augmented_lstm.AugmentedLSTMCell attribute)
step() (pytext.optimizer.adabelief.AdaBelief method)
(pytext.optimizer.fairseq_fp16_utils.Fairseq_FP16OptimizerMixin method)
(pytext.optimizer.fairseq_fp16_utils.Fairseq_MemoryEfficientFP16OptimizerMixin method)
(pytext.optimizer.fp16_optimizer.FP16Optimizer method)
(pytext.optimizer.fp16_optimizer.FP16OptimizerApex method)
(pytext.optimizer.fp16_optimizer.FP16OptimizerDeprecated method)
(pytext.optimizer.fp16_optimizer.GeneratorFP16Optimizer method)
(pytext.optimizer.fp16_optimizer.PureFP16Optimizer method)
(pytext.optimizer.lamb.Lamb method)
(pytext.optimizer.madgrad.MADGRAD method)
(pytext.optimizer.radam.RAdam method)
(pytext.optimizer.swa.StochasticWeightAveraging method)
step_batch() (pytext.optimizer.scheduler.CosineAnnealingLR method)
(pytext.optimizer.scheduler.CyclicLR method)
(pytext.optimizer.scheduler.LmFineTuning method)
(pytext.optimizer.scheduler.PolynomialDecayScheduler method)
(pytext.optimizer.scheduler.Scheduler method)
(pytext.optimizer.scheduler.SchedulerWithWarmup method)
(pytext.optimizer.scheduler.WarmupScheduler method)
step_counter (pytext.trainers.training_state.TrainingState attribute)
(pytext.trainers.TrainingState attribute)
step_epoch() (pytext.data.dynamic_pooling_batcher.DynamicPoolingBatcher method)
(pytext.data.DynamicPoolingBatcher method)
(pytext.optimizer.scheduler.ExponentialLR method)
(pytext.optimizer.scheduler.ReduceLROnPlateau method)
(pytext.optimizer.scheduler.Scheduler method)
(pytext.optimizer.scheduler.SchedulerWithWarmup method)
(pytext.optimizer.scheduler.StepLR method)
step_size (pytext.data.dynamic_pooling_batcher.BatcherSchedulerConfig attribute)
StepLR (class in pytext.optimizer.scheduler)
StochasticWeightAveraging (class in pytext.optimizer.swa)
String2DListTensorizer (class in pytext.data.tensorizers)
String2DListTensorizerScriptImpl (class in pytext.data.tensorizers)
String2DListTensorizerTest (class in pytext.data.test.tensorizers_test)
stringify() (in module pytext.metric_reporters.seq2seq_utils)
(pytext.data.Tensorizer method)
(pytext.data.tensorizers.Tensorizer method)
stringify_annotation_tree() (pytext.metric_reporters.seq2seq_compositional.Seq2SeqCompositionalMetricReporter method)
strip_bio_prefix() (in module pytext.utils.data)
StructuredLoss (class in pytext.loss)
(class in pytext.loss.structured_loss)
StructuredMarginLoss (class in pytext.loss)
(class in pytext.loss.structured_loss)
subconfigs() (pytext.config.component.Registry class method)
SUM (pytext.models.seq_models.positional.PostionalEmbedCombine attribute)
summary_writer (pytext.metric_reporters.channel.TensorBoardChannel attribute)
SUPPORT_FP16_OPTIMIZER (pytext.models.BaseModel attribute)
(pytext.models.TwoTowerClassificationModel attribute)
(pytext.models.masked_lm.MaskedLanguageModel attribute)
(pytext.models.model.BaseModel attribute)
(pytext.models.two_tower_classification_model.TwoTowerClassificationModel attribute)
supports_flat_params (pytext.optimizer.madgrad.MADGRAD attribute)
supports_memory_efficient_fp16 (pytext.optimizer.madgrad.MADGRAD attribute)
suppress_output() (in module pytext.utils.distributed)
swap_modules_for_accelerator() (in module pytext.task.accelerator_lowering)
T
TANH (pytext.config.module_config.Activation attribute)
Target (class in pytext.config.field_config)
target (pytext.config.pytext_config.ExportConfig attribute)
(pytext.config.pytext_config.PyTextConfig attribute)
TARGET_LABEL_FIELD (pytext.config.field_config.Target attribute)
TARGET_LABELS (pytext.common.constants.DFColumn attribute)
TARGET_LOGITS (pytext.common.constants.DFColumn attribute)
TARGET_LOGITS_FIELD (pytext.config.field_config.Target attribute)
target_prob (pytext.config.field_config.DocLabelConfig attribute)
TARGET_PROB_FIELD (pytext.config.field_config.Target attribute)
TARGET_PROBS (pytext.common.constants.DFColumn attribute)
TARGET_SEQ_FIELD (pytext.common.constants.DatasetFieldName attribute)
TARGET_SEQ_LENS (pytext.common.constants.DatasetFieldName attribute)
TARGET_SEQUENCE (pytext.common.constants.DFColumn attribute)
target_task_name (pytext.data.disjoint_multitask_data_handler.DisjointMultitaskDataHandler attribute)
(pytext.data.DisjointMultitaskDataHandler attribute)
target_time_limit_seconds (pytext.trainers.Trainer attribute)
(pytext.trainers.trainer.Trainer attribute)
TARGET_TOKENS (pytext.common.constants.DFColumn attribute)
targets_to_report() (pytext.metric_reporters.classification_metric_reporter.ClassificationMetricReporter method)
(pytext.metric_reporters.ClassificationMetricReporter method)
(pytext.metric_reporters.CompositionalMetricReporter method)
(pytext.metric_reporters.IntentSlotMetricReporter method)
(pytext.metric_reporters.MetricReporter method)
(pytext.metric_reporters.MultiLabelClassificationMetricReporter method)
(pytext.metric_reporters.classification_metric_reporter.MultiLabelClassificationMetricReporter method)
(pytext.metric_reporters.compositional_metric_reporter.CompositionalMetricReporter method)
(pytext.metric_reporters.intent_slot_detection_metric_reporter.IntentSlotMetricReporter method)
(pytext.metric_reporters.metric_reporter.MetricReporter method)
TargetTest (class in pytext.data.test.utils_test)
TASK (pytext.config.component.ComponentType attribute)
Task_Deprecated (class in pytext.task)
(class in pytext.task.task)
TASK_NAME (pytext.common.constants.BatchContext attribute)
TaskBase (class in pytext.task)
(class in pytext.task.task)
TaskTrainer (class in pytext.trainers)
(class in pytext.trainers.trainer)
temperature (pytext.models.decoders.mlp_decoder.MLPDecoder.Config attribute)
tensor() (in module pytext.utils.cuda)
TensorBoardChannel (class in pytext.metric_reporters.channel)
tensorize() (pytext.data.bert_tensorizer.BERTTensorizerBase method)
(pytext.data.Tensorizer method)
(pytext.data.bert_tensorizer.BERTTensorizerBaseScriptImpl method)
(pytext.data.dense_retrieval_tensorizer.BERTContextTensorizerForDenseRetrieval method)
(pytext.data.dense_retrieval_tensorizer.PositiveLabelTensorizerForDenseRetrieval method)
(pytext.data.masked_tensorizer.MaskedTokenTensorizer method)
(pytext.data.roberta_tensorizer.RoBERTaTokenLevelTensorizer method)
(pytext.data.squad_for_bert_tensorizer.SquadForBERTTensorizer method)
(pytext.data.squad_for_bert_tensorizer.SquadForBERTTensorizerForKD method)
(pytext.data.squad_for_bert_tensorizer.SquadForRoBERTaTensorizerForKD method)
(pytext.data.squad_tensorizer.SquadTensorizer method)
(pytext.data.squad_tensorizer.SquadTensorizerForKD method)
(pytext.data.tensorizers.AnnotationNumberizer method)
(pytext.data.tensorizers.ByteTensorizer method)
(pytext.data.tensorizers.ByteTokenTensorizer method)
(pytext.data.tensorizers.CharacterTokenTensorizer method)
(pytext.data.tensorizers.CharacterVocabTokenTensorizer method)
(pytext.data.tensorizers.CharacterVocabTokenTensorizerScriptImpl method)
(pytext.data.tensorizers.Float1DListTensorizer method)
(pytext.data.tensorizers.FloatListSeqTensorizer method)
(pytext.data.tensorizers.FloatListTensorizer method)
(pytext.data.tensorizers.FloatTensorizer method)
(pytext.data.tensorizers.GazetteerTensorizer method)
(pytext.data.tensorizers.Integer1DListTensorizer method)
(pytext.data.tensorizers.LabelListRankTensorizer method)
(pytext.data.tensorizers.LabelListTensorizer method)
(pytext.data.tensorizers.LabelTensorizer method)
(pytext.data.tensorizers.MetricTensorizer method)
(pytext.data.tensorizers.NtokensTensorizer method)
(pytext.data.tensorizers.NumericLabelTensorizer method)
(pytext.data.tensorizers.SeqTokenTensorizer method)
(pytext.data.tensorizers.SlotLabelTensorizer method)
(pytext.data.tensorizers.SoftLabelTensorizer method)
(pytext.data.tensorizers.String2DListTensorizer method)
(pytext.data.tensorizers.String2DListTensorizerScriptImpl method)
(pytext.data.tensorizers.Tensorizer method)
(pytext.data.tensorizers.TensorizerScriptImpl method)
(pytext.data.tensorizers.TokenTensorizer method)
(pytext.data.tensorizers.UidTensorizer method)
(pytext.data.token_tensorizer.ScriptBasedTokenTensorizer method)
(pytext.data.token_tensorizer.TokenTensorizerScriptImpl method)
tensorize_wrapper() (pytext.data.tensorizers.TensorizerScriptImpl method)
Tensorizer (class in pytext.data)
(class in pytext.data.tensorizers)
TENSORIZER (pytext.config.component.ComponentType attribute)
tensorizer_script_impl (pytext.data.bert_tensorizer.BERTTensorizerBase attribute)
(pytext.data.Tensorizer attribute)
(pytext.data.tensorizers.CharacterVocabTokenTensorizer attribute)
(pytext.data.tensorizers.Float1DListTensorizer attribute)
(pytext.data.tensorizers.FloatListSeqTensorizer attribute)
(pytext.data.tensorizers.Integer1DListTensorizer attribute)
(pytext.data.tensorizers.String2DListTensorizer attribute)
(pytext.data.tensorizers.Tensorizer attribute)
(pytext.data.token_tensorizer.ScriptBasedTokenTensorizer attribute)
(pytext.data.xlm_tensorizer.XLMTensorizer attribute)
tensorizers (pytext.trainers.training_state.TrainingState attribute)
(pytext.trainers.TrainingState attribute)
TensorizerScriptImpl (class in pytext.data.tensorizers)
TensorizersTest (class in pytext.data.test.tensorizers_test)
TEST (pytext.common.constants.Stage attribute)
test (pytext.data.sources.data_source.DataSource attribute)
(pytext.data.sources.DataSource attribute)
(pytext.data.sources.DenseRetrievalDataSource attribute)
(pytext.data.sources.SquadDataSource attribute)
(pytext.data.sources.data_source.RootDataSource attribute)
(pytext.data.sources.dense_retrieval.DenseRetrievalDataSource attribute)
(pytext.data.sources.squad.SquadDataSource attribute)
(pytext.data.sources.tsv.MultilingualTSVDataSource attribute)
test() (pytext.task.task.TaskBase method)
(pytext.task.TaskBase method)
(pytext.trainers.Trainer method)
(pytext.trainers.trainer.Trainer method)
test_align_target_label() (pytext.data.test.utils_test.TargetTest method)
test_alternate_prob_batch_sampler() (pytext.data.test.batch_sampler_test.BatchSamplerTest method)
test_annotation_num() (pytext.data.test.tensorizers_test.TensorizersTest method)
test_bad_quoting() (pytext.data.test.tsv_data_source_test.BlockShardedTSVDataSourceTest method)
(pytext.data.test.tsv_data_source_test.TSVDataSourceTest method)
test_basic_tree_masking() (pytext.data.test.mask_tensorizers_test.MaskTensorizersTest method)
test_batch_iterator() (pytext.data.test.round_robin_batchiterator_test.RoundRobinBatchIteratorTest method)
test_batch_size (pytext.data.data_handler.DataHandler attribute)
(pytext.data.DataHandler attribute)
test_batch_size_greater_than_data() (pytext.data.test.dynamic_pooling_batcher_test.DynamicPoolingBatcherTest method)
test_batcher() (pytext.data.test.data_test.BatcherTest method)
test_bert_pair_tensorizer() (pytext.data.test.tensorizers_test.BERTTensorizerTest method)
test_bert_tensorizer() (pytext.data.test.tensorizers_test.BERTTensorizerTest method)
test_byte_tensors_error_code() (pytext.data.test.tensorizers_test.TensorizersTest method)
test_character_vocab_token_tensorizer() (pytext.data.test.tensorizers_test.CharacterVocabTokenTensorizerTest method)
test_convert_to_bytes() (pytext.data.test.simple_featurizer_test.SimpleFeaturizerTest method)
test_create_batches() (pytext.data.test.data_test.DataTest method)
test_create_batches_different_tensorizers() (pytext.data.test.data_test.DataTest method)
test_create_batches_with_cache() (pytext.data.test.data_test.DataTest method)
test_create_byte_tensors() (pytext.data.test.tensorizers_test.TensorizersTest method)
test_create_byte_token_tensors() (pytext.data.test.tensorizers_test.TensorizersTest method)
test_create_data_no_batcher_provided() (pytext.data.test.data_test.DataTest method)
test_create_data_source() (pytext.data.test.pandas_data_source_test.PandasDataSourceTest method)
test_create_float_list_seq_tensor() (pytext.data.test.tensorizers_test.TensorizersTest method)
test_create_float_list_tensor() (pytext.data.test.tensorizers_test.TensorizersTest method)
test_create_from_config() (pytext.data.test.pandas_data_source_test.PandasDataSourceTest method)
test_create_label_list_tensors() (pytext.data.test.tensorizers_test.ListTensorizersTest method)
test_create_label_tensors() (pytext.data.test.tensorizers_test.TensorizersTest method)
test_create_label_tensors_add_labels() (pytext.data.test.tensorizers_test.TensorizersTest method)
test_create_label_tensors_label_vocab() (pytext.data.test.tensorizers_test.TensorizersTest method)
test_create_normalized_float_list_tensor() (pytext.data.test.tensorizers_test.TensorizersTest method)
test_csv() (pytext.data.test.tsv_data_source_test.TSVDataSourceTest method)
test_data_initializes_tensorsizers() (pytext.data.test.data_test.DataTest method)
test_data_iterate_multiple_times() (pytext.data.test.data_test.DataTest method)
test_empty_data() (pytext.data.test.pandas_data_source_test.PandasDataSourceTest method)
test_eval_batch_sampler() (pytext.data.test.batch_sampler_test.BatchSamplerTest method)
test_exponential_scheduler() (pytext.data.test.dynamic_pooling_batcher_test.DynamicPoolingBatcherTest method)
test_float_1D_list_tensorizer() (pytext.data.test.tensorizers_test.TensorizersTest method)
test_float_list_seq_tensor_prepare_input() (pytext.data.test.tensorizers_test.TensorizersTest method)
test_float_list_seq_torchscriptify() (pytext.data.test.tensorizers_test.TensorizersTest method)
test_float_list_tensor_prepare_input() (pytext.data.test.tensorizers_test.TensorizersTest method)
test_fp16_padding() (pytext.data.test.data_test.DataTest method)
test_gazetteer_tensor() (pytext.data.test.tensorizers_test.TensorizersTest method)
test_gazetteer_tensor_bad_json() (pytext.data.test.tensorizers_test.TensorizersTest method)
test_gpt2_bpe_tokenizer() (pytext.data.test.tokenizers_test.GPT2BPETest method)
test_initialize() (pytext.data.test.tensorizers_test.SquadTensorizerTest method)
test_initialize_label_tensorizer() (pytext.data.test.tensorizers_test.TensorizersTest method)
test_initialize_list_tensorizers() (pytext.data.test.tensorizers_test.ListTensorizersTest method)
test_initialize_tensorizers() (pytext.data.test.tensorizers_test.TensorizersTest method)
test_initialize_token_tensorizer() (pytext.data.test.tensorizers_test.TensorizersTest method)
test_input_text_truncation() (pytext.data.test.tokenizers_test.SentencePieceTokenizerTest method)
test_integer_1D_list_tensorizer() (pytext.data.test.tensorizers_test.TensorizersTest method)
test_iterate_training_data_multiple_times() (pytext.data.test.tsv_data_source_test.TSVDataSourceTest method)
test_label_list_tensors_no_pad_in_vocab() (pytext.data.test.tensorizers_test.ListTensorizersTest method)
test_label_list_tensors_pad_missing() (pytext.data.test.tensorizers_test.ListTensorizersTest method)
test_linear_scheduler() (pytext.data.test.dynamic_pooling_batcher_test.DynamicPoolingBatcherTest method)
test_lookup_tokens() (pytext.data.test.tensorizers_test.LookupTokensTest method)
test_mask_all() (pytext.data.test.mask_tensorizers_test.MaskTensorizersTest method)
test_mask_at_depth_k() (pytext.data.test.mask_tensorizers_test.MaskTensorizersTest method)
test_mask_no_op() (pytext.data.test.mask_tensorizers_test.MaskTensorizersTest method)
test_mask_random() (pytext.data.test.mask_tensorizers_test.MaskTensorizersTest method)
test_model() (in module pytext.workflow)
test_model_from_snapshot_path() (in module pytext.workflow)
test_numberize_with_alphanumeric() (pytext.data.test.tensorizers_test.SquadTensorizerTest method)
test_numberize_with_script_token_tensorizer() (pytext.data.test.tensorizers_test.TensorizersTest method)
test_numberize_with_token_tensorizer() (pytext.data.test.tensorizers_test.TensorizersTest method)
test_numberize_with_wordpiece() (pytext.data.test.tensorizers_test.SquadTensorizerTest method)
test_original() (pytext.data.test.tensorizers_test.String2DListTensorizerTest method)
test_out_path (pytext.config.pytext_config.PyTextConfig attribute)
(pytext.config.pytext_config.TestConfig attribute)
test_path (pytext.config.pytext_config.TestConfig attribute)
(pytext.data.DataHandler attribute)
(pytext.data.data_handler.DataHandler attribute)
test_pooling_batcher() (pytext.data.test.data_test.BatcherTest method)
test_prob_batch_sampler() (pytext.data.test.batch_sampler_test.BatchSamplerTest method)
test_quoting() (pytext.data.test.tsv_data_source_test.BlockShardedTSVDataSourceTest method)
(pytext.data.test.tsv_data_source_test.TSVDataSourceTest method)
test_raw_example_hashable() (pytext.data.test.data_test.RawExampleTest method)
test_read_data_source() (pytext.data.test.tsv_data_source_test.TSVDataSourceTest method)
test_read_data_source_with_column_remapping() (pytext.data.test.tsv_data_source_test.TSVDataSourceTest method)
test_read_data_source_with_utf8_issues() (pytext.data.test.tsv_data_source_test.TSVDataSourceTest method)
test_read_eval_data_source() (pytext.data.test.tsv_data_source_test.TSVDataSourceTest method)
test_read_session_data() (pytext.data.test.tsv_data_source_test.SessionTSVDataSourceTest method)
test_read_test_data_source() (pytext.data.test.tsv_data_source_test.TSVDataSourceTest method)
test_roberta_tensorizer() (pytext.data.test.tensorizers_test.RobertaTensorizerTest method)
test_round_robin_batch_sampler() (pytext.data.test.batch_sampler_test.BatchSamplerTest method)
test_rows (pytext.data.test.tensorizers_test.String2DListTensorizerTest attribute)
test_seq_tensor() (pytext.data.test.tensorizers_test.TensorizersTest method)
test_seq_tensor_max_turn() (pytext.data.test.tensorizers_test.TensorizersTest method)
test_seq_tensor_pad_batch() (pytext.data.test.tensorizers_test.TensorizersTest method)
test_seq_tensor_with_bos_eos_eol_bol() (pytext.data.test.tensorizers_test.TensorizersTest method)
test_sort() (pytext.data.test.data_test.DataTest method)
test_split_with_regex() (pytext.data.test.simple_featurizer_test.SimpleFeaturizerTest method)
(pytext.data.test.tokenizers_test.TokenizeTest method)
test_squad_roberta_tensorizer() (pytext.data.test.tensorizers_test.SquadForRobertaTensorizerTest method)
test_squad_tensorizer() (pytext.data.test.tensorizers_test.SquadForBERTTensorizerTest method)
test_step_size() (pytext.data.test.dynamic_pooling_batcher_test.DynamicPoolingBatcherTest method)
test_tensorize_with_script_token_tensorizer() (pytext.data.test.tensorizers_test.TensorizersTest method)
test_tokenize() (pytext.data.test.simple_featurizer_test.SimpleFeaturizerTest method)
(pytext.data.test.tokenizers_test.SentencePieceTokenizerTest method)
(pytext.data.test.tokenizers_test.TokenizeTest method)
test_tokenize_add_sentence_markers() (pytext.data.test.simple_featurizer_test.SimpleFeaturizerTest method)
test_tokenize_dont_lowercase() (pytext.data.test.simple_featurizer_test.SimpleFeaturizerTest method)
(pytext.data.test.tokenizers_test.TokenizeTest method)
test_tokenize_no_byte_offsets() (pytext.data.test.tokenizers_test.TokenizeTest method)
test_tokenize_use_byte_offsets() (pytext.data.test.tokenizers_test.TokenizeTest method)
test_torchscriptified() (pytext.data.test.tensorizers_test.String2DListTensorizerTest method)
test_tree_mask_with_bos_eos() (pytext.data.test.mask_tensorizers_test.MaskTensorizersTest method)
test_tsv_numberize_with_alphanumeric() (pytext.data.test.tensorizers_test.SquadTensorizerTest method)
test_wordpiece_tokenizer() (pytext.data.test.tokenizers_test.WordpieceTokenizerTest method)
testBuildVocabulary() (pytext.data.test.utils_test.VocabularyTest method)
TestConfig (class in pytext.config.pytext_config)
testPadding() (pytext.data.test.utils_test.PaddingTest method)
testPaddingProvideShape() (pytext.data.test.utils_test.PaddingTest method)
TEXT (pytext.config.contextual_intent_slot.ModelInput attribute)
text (pytext.data.data_structures.node.Node attribute)
(pytext.metrics.intent_slot_metrics.Node attribute)
TEXT1 (pytext.config.pair_classification.ModelInput attribute)
text1 (pytext.config.pair_classification.ModelInputConfig attribute)
TEXT2 (pytext.config.pair_classification.ModelInput attribute)
text2 (pytext.config.pair_classification.ModelInputConfig attribute)
text_feature_name (pytext.data.data_handler.DataHandler attribute)
(pytext.data.DataHandler attribute)
TEXT_FIELD (pytext.common.constants.DatasetFieldName attribute)
TextFeatureField (class in pytext.fields)
(class in pytext.fields.field)
TextFeatureFieldWithSpecialUnk (class in pytext.fields)
(class in pytext.fields.text_field_with_special_unk)
texts (pytext.torchscript.utils.ScriptBatchInput attribute)
tied_representation (pytext.models.pair_classification_model.PairwiseModel.Config attribute)
tile_encoder_out() (pytext.models.seq_models.conv_encoder.LightConvEncoder method)
(pytext.models.seq_models.rnn_encoder.LSTMSequenceEncoder method)
time() (pytext.utils.timing.HierarchicalTimer method)
TimeMeter (class in pytext.utils.meter)
Timings (class in pytext.utils.timing)
to_actions() (pytext.data.data_structures.annotation.Tree method)
to_device() (in module pytext.data.tensorizers)
to_onehot() (in module pytext.utils.model)
Token (class in pytext.common.constants)
(class in pytext.data.data_structures.annotation)
(class in pytext.data.tokenizers)
(class in pytext.data.tokenizers.tokenizer)
TOKEN_INDICES (pytext.common.constants.DatasetFieldName attribute)
Token_Info (class in pytext.data.data_structures.annotation)
token_label() (pytext.utils.data.Slot method)
TOKEN_LPROB (pytext.models.seq_models.mask_generator.BeamRankingAlgorithm attribute)
token_overlap() (pytext.utils.data.Slot method)
token_prob() (in module pytext.models.seq_models.mask_generator)
TOKEN_RANGE (pytext.common.constants.DatasetFieldName attribute)
(pytext.common.constants.DFColumn attribute)
(pytext.config.contextual_intent_slot.ExtraField attribute)
token_ranges (pytext.data.featurizer.featurizer.OutputRecord attribute)
(pytext.data.featurizer.OutputRecord attribute)
tokenize() (in module pytext.data.tensorizers)
(pytext.data.bert_tensorizer.BERTTensorizerBaseScriptImpl method)
(pytext.data.featurizer.SimpleFeaturizer method)
(pytext.data.featurizer.simple_featurizer.SimpleFeaturizer method)
(pytext.data.tensorizers.CharacterVocabTokenTensorizerScriptImpl method)
(pytext.data.tensorizers.TensorizerScriptImpl method)
(pytext.data.token_tensorizer.TokenTensorizerScriptImpl method)
(pytext.data.tokenizers.DoNothingTokenizer method)
(pytext.data.tokenizers.GPT2BPETokenizer method)
(pytext.data.tokenizers.SentencePieceTokenizer method)
(pytext.data.tokenizers.Tokenizer method)
(pytext.data.tokenizers.WordPieceTokenizer method)
(pytext.data.tokenizers.tokenizer.BERTInitialTokenizer method)
(pytext.data.tokenizers.tokenizer.DoNothingTokenizer method)
(pytext.data.tokenizers.tokenizer.GPT2BPETokenizer method)
(pytext.data.tokenizers.tokenizer.SentencePieceTokenizer method)
(pytext.data.tokenizers.tokenizer.Tokenizer method)
(pytext.data.tokenizers.tokenizer.WordPieceTokenizer method)
tokenize_batch() (pytext.data.featurizer.simple_featurizer.SimpleFeaturizer method)
(pytext.data.featurizer.SimpleFeaturizer method)
Tokenizer (class in pytext.data.tokenizers)
(class in pytext.data.tokenizers.tokenizer)
TOKENIZER (pytext.config.component.ComponentType attribute)
TokenizeTest (class in pytext.data.test.tokenizers_test)
TOKENS (pytext.common.constants.DatasetFieldName attribute)
tokens (pytext.data.featurizer.featurizer.OutputRecord attribute)
(pytext.data.featurizer.OutputRecord attribute)
(pytext.torchscript.utils.ScriptBatchInput attribute)
TOKENS_COLUMN (pytext.metric_reporters.language_model_metric_reporter.LanguageModelMetricReporter attribute)
(pytext.metric_reporters.LanguageModelMetricReporter attribute)
TokenTensorizer (class in pytext.data.tensorizers)
TokenTensorizerScriptImpl (class in pytext.data.token_tensorizer)
top_intent_accuracy (pytext.metrics.intent_slot_metrics.AllMetrics attribute)
,
[1]
torchscript_export() (pytext.task.disjoint_multitask.NewDisjointMultitask method)
(pytext.task.tasks.PairwiseClassificationTask method)
(pytext.task.tasks.SequenceLabelingTask method)
torchscript_predictions() (pytext.models.output_layers.CRFOutputLayer method)
(pytext.models.output_layers.RegressionOutputLayer method)
(pytext.models.output_layers.WordTaggingOutputLayer method)
(pytext.models.output_layers.doc_classification_output_layer.BinaryClassificationOutputLayer method)
(pytext.models.output_layers.doc_classification_output_layer.MultiLabelOutputLayer method)
(pytext.models.output_layers.doc_classification_output_layer.MulticlassOutputLayer method)
(pytext.models.output_layers.doc_regression_output_layer.RegressionOutputLayer method)
(pytext.models.output_layers.intent_slot_output_layer.IntentSlotOutputLayer method)
(pytext.models.output_layers.multi_label_classification_layer.MultiLabelClassificationLayer method)
(pytext.models.output_layers.word_tagging_output_layer.CRFOutputLayer method)
(pytext.models.output_layers.word_tagging_output_layer.WordTaggingOutputLayer method)
torchscript_quantize (pytext.config.pytext_config.ExportConfig attribute)
(pytext.config.pytext_config.PyTextConfig attribute)
torchscriptify() (pytext.data.bert_tensorizer.BERTTensorizerBaseScriptImpl method)
(pytext.data.Tensorizer method)
(pytext.data.roberta_tensorizer.RoBERTaTokenLevelTensorizer method)
(pytext.data.squad_for_bert_tensorizer.SquadForRoBERTaTensorizer method)
(pytext.data.tensorizers.Tensorizer method)
(pytext.data.tensorizers.TensorizerScriptImpl method)
(pytext.data.tokenizers.DoNothingTokenizer method)
(pytext.data.tokenizers.SentencePieceTokenizer method)
(pytext.data.tokenizers.Tokenizer method)
(pytext.data.tokenizers.tokenizer.DoNothingTokenizer method)
(pytext.data.tokenizers.tokenizer.SentencePieceTokenizer method)
(pytext.data.tokenizers.tokenizer.Tokenizer method)
(pytext.models.TwoTowerClassificationModel method)
(pytext.models.doc_model.ByteTokensDocumentModel method)
(pytext.models.doc_model.DocModel method)
(pytext.models.doc_model.PersonalizedDocModel method)
(pytext.models.ensembles.BaggingIntentSlotEnsembleModel method)
(pytext.models.ensembles.EnsembleModel method)
(pytext.models.ensembles.bagging_intent_slot_ensemble.BaggingIntentSlotEnsembleModel method)
(pytext.models.ensembles.ensemble.EnsembleModel method)
(pytext.models.roberta.RoBERTa method)
(pytext.models.roberta.RoBERTaRegression method)
(pytext.models.seq_models.seq2seq_model.Seq2SeqModel method)
(pytext.models.two_tower_classification_model.TwoTowerClassificationModel method)
(pytext.models.word_model.WordTaggingLiteModel method)
(pytext.models.word_model.WordTaggingModel method)
(pytext.torchscript.tensorizer.ScriptFloat1DListTensorizer method)
(pytext.torchscript.tensorizer.ScriptFloatListSeqTensorizer method)
(pytext.torchscript.tensorizer.ScriptInteger1DListTensorizer method)
(pytext.torchscript.tensorizer.tensorizer.ScriptFloat1DListTensorizer method)
(pytext.torchscript.tensorizer.tensorizer.ScriptFloatListSeqTensorizer method)
(pytext.torchscript.tensorizer.tensorizer.ScriptInteger1DListTensorizer method)
total_error (pytext.metrics.calibration_metrics.CalibrationMetrics attribute)
TP (pytext.metrics.Confusions attribute)
,
[1]
tps (pytext.metrics.RealtimeMetrics attribute)
,
[1]
trace() (pytext.models.BaseModel method)
(pytext.models.TwoTowerClassificationModel method)
(pytext.models.model.BaseModel method)
(pytext.models.roberta.RoBERTa method)
(pytext.models.two_tower_classification_model.TwoTowerClassificationModel method)
TraceableTransformerWrapper (class in pytext.models.representations.traced_transformer_encoder)
TracedTransformerEncoder (class in pytext.models.representations.traced_transformer_encoder)
TRAIN (pytext.common.constants.Stage attribute)
train (pytext.data.sources.data_source.DataSource attribute)
(pytext.data.sources.DataSource attribute)
(pytext.data.sources.DenseRetrievalDataSource attribute)
(pytext.data.sources.SquadDataSource attribute)
(pytext.data.sources.data_source.RootDataSource attribute)
(pytext.data.sources.data_source.RowShardedDataSource attribute)
(pytext.data.sources.dense_retrieval.DenseRetrievalDataSource attribute)
(pytext.data.sources.squad.SquadDataSource attribute)
(pytext.data.sources.tsv.MultilingualTSVDataSource attribute)
train() (pytext.models.BaseModel method)
(pytext.models.distributed_model.DistributedModel method)
(pytext.models.model.BaseModel method)
(pytext.task.TaskBase method)
(pytext.task.task.TaskBase method)
(pytext.trainers.EnsembleTrainer method)
(pytext.trainers.Trainer method)
(pytext.trainers.ensemble_trainer.EnsembleTrainer method)
(pytext.trainers.trainer.Trainer method)
train_batch() (pytext.models.BaseModel class method)
(pytext.models.model.BaseModel class method)
(pytext.models.r3f_models.R3FPyTextMixin class method)
(pytext.models.roberta.RoBERTaR3F class method)
train_batch_size (pytext.data.data_handler.DataHandler attribute)
(pytext.data.DataHandler attribute)
train_from_state() (pytext.trainers.Trainer method)
(pytext.trainers.trainer.Trainer method)
train_model() (in module pytext.workflow)
train_model_distributed() (in module pytext.main)
train_path (pytext.data.data_handler.DataHandler attribute)
(pytext.data.DataHandler attribute)
train_single_model() (pytext.task.tasks.EnsembleTask method)
train_step (pytext.metric_reporters.channel.TensorBoardChannel attribute)
train_unsharded (pytext.data.sources.data_source.RowShardedDataSource attribute)
(pytext.data.sources.tsv.BlockShardedTSVDataSource attribute)
Trainer (class in pytext.trainers)
(class in pytext.trainers.trainer)
TRAINER (pytext.config.component.ComponentType attribute)
TrainerBase (class in pytext.trainers.trainer)
TrainingState (class in pytext.trainers)
(class in pytext.trainers.training_state)
Transformer (class in pytext.models.representations.transformer)
(class in pytext.models.representations.transformer.transformer)
TransformerLayer (class in pytext.models.representations.transformer)
(class in pytext.models.representations.transformer.transformer)
TransformerRepresentation (class in pytext.models.representations.transformer)
(class in pytext.models.representations.transformer.representation)
TransformerSentenceEncoder (class in pytext.models.representations.transformer_sentence_encoder)
TransformerSentenceEncoderBase (class in pytext.models.representations.transformer_sentence_encoder_base)
translate_roberta_state_dict() (in module pytext.models.representations.transformer.sentence_encoder)
Tree (class in pytext.data.data_structures.annotation)
tree_from_tokens_and_indx_actions() (pytext.metric_reporters.compositional_metric_reporter.CompositionalMetricReporter static method)
(pytext.metric_reporters.CompositionalMetricReporter static method)
tree_metrics (pytext.metrics.intent_slot_metrics.AllMetrics attribute)
,
[1]
tree_to_metric_node() (pytext.metric_reporters.compositional_metric_reporter.CompositionalMetricReporter static method)
(pytext.metric_reporters.CompositionalMetricReporter static method)
TreeBuilder (class in pytext.data.data_structures.annotation)
TreeMask (class in pytext.data.masked_util)
Trim1d (class in pytext.models.representations.deepcnn)
true_positives (pytext.metrics.PRF1Scores attribute)
,
[1]
true_positives_lower_bound() (in module pytext.utils.loss)
truncate_to_vocab_size() (pytext.data.utils.VocabBuilder method)
TSV (class in pytext.data.sources.tsv)
TSVDataSource (class in pytext.data.sources)
(class in pytext.data.sources.tsv)
TSVDataSourceTest (class in pytext.data.test.tsv_data_source_test)
TwoTowerClassificationModel (class in pytext.models)
(class in pytext.models.two_tower_classification_model)
U
UidTensorizer (class in pytext.data.tensorizers)
unfold1d() (in module pytext.models.seq_models.utils)
UNIFORM (pytext.models.r3f_models.R3FNoiseType attribute)
UniformRegularizer (class in pytext.loss)
(class in pytext.loss.regularizer)
UninitializedLazyModuleError
UnionTypeError
UNK (pytext.common.constants.SpecialTokens attribute)
UNK_BYTE (pytext.data.tensorizers.ByteTensorizer attribute)
UNK_NUM_TOKEN (pytext.common.constants.VocabMeta attribute)
UNK_TOKEN (pytext.common.constants.VocabMeta attribute)
unkify() (in module pytext.utils.data)
unscale() (pytext.optimizer.fp16_optimizer.DynamicLossScaler method)
unscale_grads() (pytext.optimizer.fp16_optimizer.DynamicLossScaler method)
update() (pytext.metrics.PerLabelConfusions method)
(pytext.utils.meter.Meter method)
(pytext.utils.meter.TimeMeter method)
update_best_model() (pytext.trainers.Trainer method)
(pytext.trainers.trainer.Trainer method)
update_meta_data() (pytext.torchscript.tensorizer.normalizer.VectorNormalizer method)
(pytext.torchscript.tensorizer.VectorNormalizer method)
update_scale() (pytext.optimizer.fp16_optimizer.DynamicLossScaler method)
update_swa() (pytext.optimizer.swa.StochasticWeightAveraging method)
update_swa_group() (pytext.optimizer.swa.StochasticWeightAveraging method)
update_to_version() (in module pytext.config.config_adapter)
update_tree() (pytext.data.data_structures.annotation.TreeBuilder method)
upgrade_export_config() (in module pytext.config.config_adapter)
upgrade_if_xlm() (in module pytext.config.config_adapter)
upgrade_one_version() (in module pytext.config.config_adapter)
upgrade_padding() (in module pytext.config.config_adapter)
upgrade_state_dict_named() (pytext.models.representations.transformer_sentence_encoder.TransformerSentenceEncoder method)
upgrade_to_latest() (in module pytext.config.config_adapter)
ups (pytext.metrics.RealtimeMetrics attribute)
,
[1]
upsample (pytext.data.disjoint_multitask_data_handler.DisjointMultitaskDataHandler attribute)
(pytext.data.DisjointMultitaskDataHandler attribute)
(pytext.data.disjoint_multitask_data_handler.DisjointMultitaskDataHandler.Config attribute)
(pytext.data.disjoint_multitask_data_handler.RoundRobinBatchIterator attribute)
upscale() (pytext.optimizer.fp16_optimizer.DynamicLossScaler method)
use_action (pytext.models.semantic_parsers.rnng.rnng_parser.AblationParams attribute)
use_bias (pytext.models.representations.augmented_lstm.AugmentedLSTM.Config attribute)
use_bio_labels (pytext.config.field_config.WordLabelConfig attribute)
use_buffer (pytext.models.semantic_parsers.rnng.rnng_parser.AblationParams attribute)
use_config_from_snapshot (pytext.config.pytext_config.PyTextConfig attribute)
use_crf (pytext.models.ensembles.bagging_intent_slot_ensemble.BaggingIntentSlotEnsembleModel attribute)
(pytext.models.ensembles.BaggingIntentSlotEnsembleModel attribute)
use_cuda_for_testing (pytext.config.pytext_config.PyTextConfig attribute)
use_cuda_if_available (pytext.config.pytext_config.PyTextConfig attribute)
(pytext.config.pytext_config.TestConfig attribute)
use_deterministic_cudnn (pytext.config.pytext_config.PyTextConfig attribute)
use_doc_attention (pytext.models.representations.bilstm_doc_slot_attention.BiLSTMDocSlotAttention attribute)
use_doc_probs_in_word (pytext.models.decoders.intent_slot_model_decoder.IntentSlotModelDecoder attribute)
(pytext.models.decoders.IntentSlotModelDecoder attribute)
(pytext.models.decoders.intent_slot_model_decoder.IntentSlotModelDecoder.Config attribute)
use_fp16 (pytext.config.pytext_config.PyTextConfig attribute)
(pytext.config.pytext_config.TestConfig attribute)
use_gzip (pytext.config.pytext_config.LogitsConfig attribute)
use_highway (pytext.models.representations.augmented_lstm.AugmentedLSTM.Config attribute)
use_last_open_NT_feature (pytext.models.semantic_parsers.rnng.rnng_parser.AblationParams attribute)
use_stack (pytext.models.semantic_parsers.rnng.rnng_parser.AblationParams attribute)
use_tensorboard (pytext.config.pytext_config.PyTextConfig attribute)
(pytext.config.pytext_config.TestConfig attribute)
use_word_attention (pytext.models.representations.bilstm_doc_slot_attention.BiLSTMDocSlotAttention attribute)
UTTERANCE (pytext.common.constants.DFColumn attribute)
(pytext.config.contextual_intent_slot.ExtraField attribute)
UTTERANCE_COLUMN (pytext.metric_reporters.language_model_metric_reporter.LanguageModelMetricReporter attribute)
(pytext.metric_reporters.LanguageModelMetricReporter attribute)
UTTERANCE_FIELD (pytext.common.constants.DatasetFieldName attribute)
UTTERANCE_PAIR (pytext.config.pair_classification.ExtraField attribute)
V
v0_to_v1() (in module pytext.config.config_adapter)
v12_to_v13() (in module pytext.config.config_adapter)
v1_to_v2() (in module pytext.config.config_adapter)
v22_to_v23() (in module pytext.config.config_adapter)
v23_to_v22() (in module pytext.config.config_adapter)
v23_to_v24() (in module pytext.config.config_adapter)
v24_to_v23() (in module pytext.config.config_adapter)
v24_to_v25() (in module pytext.config.config_adapter)
v25_to_v24() (in module pytext.config.config_adapter)
v25_to_v26() (in module pytext.config.config_adapter)
v26_to_v25() (in module pytext.config.config_adapter)
v2_to_v3() (in module pytext.config.config_adapter)
v3_to_v4() (in module pytext.config.config_adapter)
v6_to_v7() (in module pytext.config.config_adapter)
valid_actions() (pytext.models.semantic_parsers.rnng.rnng_parser.RNNGParserBase method)
validate() (pytext.torchscript.module.ScriptPyTextEmbeddingModule method)
(pytext.torchscript.module.ScriptTwoTowerModule method)
validate_batch_element() (in module pytext.torchscript.batchutils)
validate_config() (pytext.models.seq_models.conv_model.CNNModel class method)
validate_dense_feat() (in module pytext.torchscript.batchutils)
validate_make_prediction_batch_element() (in module pytext.torchscript.batchutils)
validate_node() (pytext.data.data_structures.annotation.Intent method)
(pytext.data.data_structures.annotation.Node method)
(pytext.data.data_structures.annotation.Root method)
(pytext.data.data_structures.annotation.Slot method)
(pytext.data.data_structures.annotation.Token method)
validate_onnx_export() (in module pytext.utils.onnx)
validate_tree() (pytext.data.data_structures.annotation.Tree method)
validated_annotation() (pytext.metric_reporters.seq2seq_compositional.CompositionalSeq2SeqFileChannel method)
value (pytext.data.tokenizers.Token attribute)
(pytext.data.tokenizers.tokenizer.Token attribute)
values() (pytext.config.component.Registry class method)
ValueSerializationError
var_to_numpy() (in module pytext.utils.cuda)
Variable() (in module pytext.utils.cuda)
VectorNormalizer (class in pytext.torchscript.tensorizer)
(class in pytext.torchscript.tensorizer.normalizer)
verify_encoder_out() (in module pytext.models.seq_models.utils)
(pytext.models.seq_models.projection_layers.DecoupledDecoderHead method)
visualize() (pytext.models.embeddings.embedding_base.EmbeddingBase method)
(pytext.models.embeddings.EmbeddingBase method)
(pytext.models.embeddings.EmbeddingList method)
(pytext.models.embeddings.MLPEmbedding method)
(pytext.models.embeddings.WordEmbedding method)
(pytext.models.embeddings.WordSeqEmbedding method)
(pytext.models.embeddings.embedding_list.EmbeddingList method)
(pytext.models.embeddings.mlp_embedding.MLPEmbedding method)
(pytext.models.embeddings.scriptable_embedding_list.ScriptableEmbeddingList method)
(pytext.models.embeddings.word_embedding.WordEmbedding method)
(pytext.models.embeddings.word_seq_embedding.WordSeqEmbedding method)
vocab_files (pytext.data.tensorizers.VocabConfig attribute)
vocab_map (pytext.exporters.exporter.ModelExporter attribute)
(pytext.exporters.ModelExporter attribute)
vocab_to_export() (pytext.models.doc_model.DocModel method)
(pytext.models.doc_model.PersonalizedDocModel method)
(pytext.models.ensembles.EnsembleModel method)
(pytext.models.ensembles.ensemble.EnsembleModel method)
(pytext.models.joint_model.IntentSlotModel method)
(pytext.models.language_models.lmlstm.LMLSTM method)
(pytext.models.semantic_parsers.rnng.rnng_parser.RNNGParser method)
(pytext.models.seq_models.contextual_intent_slot.ContextualIntentSlotModel method)
(pytext.models.word_model.WordTaggingLiteModel method)
(pytext.models.word_model.WordTaggingModel method)
VocabBuilder (class in pytext.data.utils)
VocabConfig (class in pytext.data.tensorizers)
VocabFileConfig (class in pytext.data.tensorizers)
VocabLookup (class in pytext.torchscript.tensorizer)
(class in pytext.torchscript.tensorizer.tensorizer)
VocabMeta (class in pytext.common.constants)
Vocabulary (class in pytext.data.utils)
VocabularyTest (class in pytext.data.test.utils_test)
VocabUsingField (class in pytext.fields)
(class in pytext.fields.field)
VocabUsingNestedField (class in pytext.fields)
(class in pytext.fields.field)
W
WarmupScheduler (class in pytext.optimizer.scheduler)
weight_norm (pytext.config.module_config.CNNParams attribute)
weighted_hinge_loss() (in module pytext.utils.loss)
word_attention (pytext.models.representations.bilstm_doc_slot_attention.BiLSTMDocSlotAttention attribute)
word_decoder (pytext.models.decoders.intent_slot_model_decoder.IntentSlotModelDecoder attribute)
(pytext.models.decoders.IntentSlotModelDecoder attribute)
word_feat (pytext.config.contextual_intent_slot.ModelInputConfig attribute)
WORD_FEAT (pytext.config.doc_classification.ModelInput attribute)
word_feat (pytext.config.doc_classification.ModelInputConfig attribute)
(pytext.config.field_config.FeatureConfig attribute)
WORD_LABEL (pytext.common.constants.DFColumn attribute)
WORD_LABEL_FIELD (pytext.common.constants.DatasetFieldName attribute)
WORD_LABEL_PAD (pytext.common.constants.Padding attribute)
WORD_LABEL_PAD_IDX (pytext.common.constants.Padding attribute)
word_output (pytext.models.output_layers.intent_slot_output_layer.IntentSlotOutputLayer attribute)
WORD_WEIGHT (pytext.common.constants.DFColumn attribute)
(pytext.config.contextual_intent_slot.ExtraField attribute)
WORD_WEIGHT_FIELD (pytext.common.constants.DatasetFieldName attribute)
WordEmbedding (class in pytext.models.embeddings)
(class in pytext.models.embeddings.word_embedding)
WordFeatConfig (in module pytext.config.field_config)
WordLabelConfig (class in pytext.config.field_config)
WordLabelField (class in pytext.fields)
(class in pytext.fields.field)
WordPieceTokenizer (class in pytext.data.tokenizers)
(class in pytext.data.tokenizers.tokenizer)
WordpieceTokenizerTest (class in pytext.data.test.tokenizers_test)
WordSeqEmbedding (class in pytext.models.embeddings)
(class in pytext.models.embeddings.word_seq_embedding)
WordTaggingLiteModel (class in pytext.models.word_model)
WordTaggingMetricReporter (class in pytext.metric_reporters)
(class in pytext.metric_reporters.word_tagging_metric_reporter)
WordTaggingModel (class in pytext.models.word_model)
WordTaggingOutputLayer (class in pytext.models.output_layers)
(class in pytext.models.output_layers.word_tagging_output_layer)
WordTaggingScores (class in pytext.models.output_layers.word_tagging_output_layer)
WordTaggingTask (class in pytext.task.tasks)
X
XLMTensorizer (class in pytext.data.xlm_tensorizer)
XLMTensorizerScriptImpl (class in pytext.data.xlm_tensorizer)
Z
ZERO (pytext.config.field_config.EmbedInitStrategy attribute)
zero_grad() (pytext.optimizer.fairseq_fp16_utils.Fairseq_FP16OptimizerMixin method)
(pytext.optimizer.fairseq_fp16_utils.Fairseq_MemoryEfficientFP16OptimizerMixin method)
(pytext.optimizer.fp16_optimizer.FP16Optimizer method)
(pytext.optimizer.fp16_optimizer.FP16OptimizerApex method)
(pytext.optimizer.fp16_optimizer.FP16OptimizerDeprecated method)
zero_grads() (pytext.trainers.Trainer method)
(pytext.trainers.trainer.Trainer method)
zerovar() (in module pytext.utils.cuda)
zip_batch_any_list_list() (in module pytext.torchscript.batchutils)
zip_batch_tensor_list() (in module pytext.torchscript.batchutils)
zip_dicts() (in module pytext.data.data)
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