PyText
stable
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
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
ACCURACY (pytext.metric_reporters.classification_metric_reporter.ComparableClassificationMetric attribute)
accuracy (pytext.metrics.ClassificationMetrics attribute)
,
[1]
(pytext.metrics.PairwiseRankingMetrics attribute)
,
[1]
ActionField (class in pytext.fields)
(class in pytext.fields.field)
Activation (class in pytext.config.module_config)
Adagrad (class in pytext.optimizer.optimizers)
Adam (class in pytext.optimizer.optimizers)
AdamW (class in pytext.optimizer.optimizers)
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.disjoint_multitask_metric_reporter.DisjointMultitaskMetricReporter method)
(pytext.metric_reporters.LanguageModelMetricReporter method)
(pytext.metric_reporters.MetricReporter method)
(pytext.metric_reporters.PairwiseRankingMetricReporter method)
(pytext.metric_reporters.SquadMetricReporter 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.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_include() (in module pytext.builtin_task)
add_param_group() (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.intent_slot_detection_metric_reporter.IntentSlotMetricReporter method)
(pytext.metric_reporters.IntentSlotMetricReporter method)
(pytext.metric_reporters.MetricReporter method)
(pytext.metric_reporters.SquadMetricReporter method)
(pytext.metric_reporters.metric_reporter.MetricReporter method)
(pytext.metric_reporters.squad_metric_reporter.SquadMetricReporter method)
aggregate_scores() (pytext.metric_reporters.intent_slot_detection_metric_reporter.IntentSlotMetricReporter method)
(pytext.metric_reporters.IntentSlotMetricReporter method)
(pytext.metric_reporters.LanguageModelMetricReporter method)
(pytext.metric_reporters.MetricReporter method)
(pytext.metric_reporters.SquadMetricReporter 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)
aggregate_targets() (pytext.metric_reporters.intent_slot_detection_metric_reporter.IntentSlotMetricReporter method)
(pytext.metric_reporters.IntentSlotMetricReporter method)
(pytext.metric_reporters.MetricReporter method)
(pytext.metric_reporters.SquadMetricReporter method)
(pytext.metric_reporters.metric_reporter.MetricReporter method)
(pytext.metric_reporters.squad_metric_reporter.SquadMetricReporter 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)
AllConfusions (class in pytext.metrics)
AllMetrics (class in pytext.metrics.intent_slot_metrics)
AlternatingRandomizedBatchSampler (class in pytext.data)
(class in pytext.data.batch_sampler)
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)
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.bert_classification_models.BertPairwiseModel method)
(pytext.models.bert_classification_models.NewBertModel 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.seqnn.SeqNNModel method)
(pytext.models.word_model.WordTaggingLiteModel method)
(pytext.models.word_model.WordTaggingModel method)
arrange_targets() (pytext.models.BaseModel method)
(pytext.models.bert_classification_models.BertPairwiseModel method)
(pytext.models.bert_classification_models.NewBertModel 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.word_model.WordTaggingModel method)
ascii_table() (in module pytext.utils.ascii_table)
ascii_table_from_dict() (in module pytext.utils.ascii_table)
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_precision (pytext.metrics.SoftClassificationMetrics attribute)
average_precision_score() (in module pytext.metrics)
average_score_difference (pytext.metrics.PairwiseRankingMetrics attribute)
,
[1]
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_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)
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.IntentSlotMetricReporter method)
(pytext.metric_reporters.LanguageModelMetricReporter method)
(pytext.metric_reporters.MetricReporter 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.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.squad_metric_reporter.SquadMetricReporter method)
(pytext.metric_reporters.word_tagging_metric_reporter.NERMetricReporter method)
(pytext.metric_reporters.word_tagging_metric_reporter.SequenceTaggingMetricReporter method)
batch_predict() (in module pytext.workflow)
batch_predict_caffe2_model() (in module pytext)
BATCH_SAMPLER (pytext.config.component.ComponentType 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.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.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)
BERTInitialTokenizer (class in pytext.data.tokenizers.tokenizer)
BertPairRegressionTask (class in pytext.task.tasks)
BertPairwiseModel (class in pytext.models.bert_classification_models)
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)
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)
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)
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_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_length() (in module pytext.utils.data)
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.bert_classification_models.NewBertModel 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.model.BaseModel method)
(pytext.models.word_model.WordTaggingModel method)
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.classification_metric_reporter.ClassificationMetricReporter method)
(pytext.metric_reporters.ClassificationMetricReporter method)
(pytext.metric_reporters.CompositionalMetricReporter method)
(pytext.metric_reporters.IntentSlotMetricReporter method)
(pytext.metric_reporters.LanguageModelMetricReporter method)
(pytext.metric_reporters.MetricReporter method)
(pytext.metric_reporters.MultiLabelClassificationMetricReporter 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.MultiLabelClassificationMetricReporter method)
(pytext.metric_reporters.compositional_metric_reporter.CompositionalMetricReporter 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.squad_metric_reporter.SquadMetricReporter 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)
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)
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)
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_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)
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)
clip_grad_norm() (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.optimizers.Optimizer method)
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)
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.FloatListTensorizer attribute)
(pytext.data.tensorizers.FloatTensorizer attribute)
(pytext.data.tensorizers.GazetteerTensorizer 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.Tensorizer attribute)
(pytext.data.tensorizers.TokenTensorizer attribute)
(pytext.data.tensorizers.UidTensorizer attribute)
(pytext.data.xlm_tensorizer.XLMTensorizer attribute)
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)
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)
CompositionalSummationNN (class in pytext.models.semantic_parsers.rnng.rnng_data_structures)
compute_all_metrics() (in module pytext.metrics.intent_slot_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_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_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_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_scores() (pytext.metric_reporters.language_model_metric_reporter.LanguageModelMetricReporter method)
(pytext.metric_reporters.LanguageModelMetricReporter method)
compute_soft_metrics() (in module pytext.metrics)
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_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)
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)
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)
(pytext.utils.file_io.PathManager static method)
CosineAnnealingLR (class in pytext.optimizer.scheduler)
CosineEmbeddingLoss (class in pytext.loss)
(class in pytext.loss.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)
CPUOnlyParameter (class in pytext.utils.torch)
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)
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.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_parameter() (in module pytext.config.config_adapter)
create_predictor() (in module pytext)
(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_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)
cuda() (pytext.utils.torch.CPUOnlyParameter method)
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.SoftClassificationMetrics attribute)
decision_thresh_at_recall (pytext.metrics.SoftClassificationMetrics attribute)
decode() (pytext.models.crf.CRF method)
decoder (pytext.models.Model attribute)
(pytext.models.model.Model attribute)
DecoderBase (class in pytext.models.decoders)
(class in pytext.models.decoders.decoder_base)
DeepCNNRepresentation (class in pytext.models.representations.deepcnn)
DEFAULT_LABEL_PAD_IDX (pytext.common.constants.Padding attribute)
DEFAULT_SCHEMA (pytext.data.sources.squad.SquadDataSource attribute)
(pytext.data.sources.SquadDataSource attribute)
delay_unscale() (in module pytext.utils.precision)
delete_parameter() (in module pytext.config.config_adapter)
DELIMITER (pytext.task.serialize.CheckpointManager attribute)
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)
deprecate() (in module pytext.config.config_adapter)
depth() (pytext.data.data_structures.annotation.Tree 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)
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)
DotProductSelfAttention (class in pytext.models.representations.attention)
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)
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)
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)
encode_relations (pytext.models.pair_classification_model.PairwiseModel.Config attribute)
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)
EnumTypeError
EOS (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)
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.SquadDataSource attribute)
(pytext.data.sources.data_source.RootDataSource 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_matches (pytext.metrics.squad_metrics.SquadMetrics attribute)
example_config() (pytext.task.tasks.EnsembleTask class method)
exists() (pytext.utils.file_io.PathManager static method)
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)
ExponentialBatcherSchedulerConfig (class in pytext.data.dynamic_pooling_batcher)
ExponentialDynamicPoolingBatcher (class in pytext.data.dynamic_pooling_batcher)
ExponentialLR (class in pytext.optimizer.scheduler)
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.PyTextConfig attribute)
export_input_names (pytext.config.field_config.FloatVectorConfig attribute)
export_nets_to_predictor_file() (in module pytext.utils.onnx)
export_onnx_path (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.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.PyTextConfig attribute)
EXPORTER (pytext.config.component.ComponentType attribute)
ExporterType (class in pytext.config.module_config)
extra_fields (pytext.data.data_handler.DataHandler attribute)
(pytext.data.DataHandler attribute)
extract_features() (pytext.models.representations.transformer.sentence_encoder.SentenceEncoder method)
(pytext.models.representations.transformer.SentenceEncoder method)
extract_iterator_properties() (in module pytext.data.batch_sampler)
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]
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)
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)
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)
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)
FloatField (class in pytext.fields)
(class in pytext.fields.field)
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.xlm_tensorizer.XLMTensorizerScriptImpl method)
(pytext.loss.AUCPRHingeLoss method)
(pytext.loss.loss.AUCPRHingeLoss method)
(pytext.models.Model method)
(pytext.models.bert_classification_models.BertPairwiseModel method)
(pytext.models.bert_classification_models.NewBertModel 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.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.WordEmbedding 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.word_embedding.WordEmbedding 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.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.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.MultiheadSelfAttention method)
(pytext.models.representations.transformer.PositionalEmbedding method)
(pytext.models.representations.transformer.ResidualMLP method)
(pytext.models.representations.transformer.SentenceEncoder method)
(pytext.models.representations.transformer.Transformer method)
(pytext.models.representations.transformer.TransformerLayer method)
(pytext.models.representations.transformer.multihead_attention.MultiheadSelfAttention method)
(pytext.models.representations.transformer.positional_embedding.PositionalEmbedding method)
(pytext.models.representations.transformer.residual_mlp.GeLU method)
(pytext.models.representations.transformer.residual_mlp.ResidualMLP method)
(pytext.models.representations.transformer.sentence_encoder.SentenceEncoder 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.RoBERTaWordTaggingModel method)
(pytext.models.semantic_parsers.rnng.rnng_parser.RNNGParserBase method)
(pytext.optimizer.activations.GeLU 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)
FP (pytext.metrics.Confusions attribute)
,
[1]
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.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.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.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.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.packed_lm_data.PackedLMData class method)
(pytext.data.roberta_tensorizer.RoBERTaTensorizer class method)
(pytext.data.roberta_tensorizer.RoBERTaTokenLevelTensorizer class method)
(pytext.data.sources.SquadDataSource class method)
(pytext.data.sources.TSVDataSource class method)
(pytext.data.sources.conllu.CoNLLUPOSDataSource 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_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.FloatListTensorizer class method)
(pytext.data.tensorizers.FloatTensorizer class method)
(pytext.data.tensorizers.GazetteerTensorizer 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.Tensorizer class method)
(pytext.data.tensorizers.TokenTensorizer class method)
(pytext.data.tensorizers.UidTensorizer 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.ClassificationMetricReporter class method)
(pytext.metric_reporters.CompositionalMetricReporter class method)
(pytext.metric_reporters.IntentSlotMetricReporter class method)
(pytext.metric_reporters.LanguageModelMetricReporter 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.classification_metric_reporter.ClassificationMetricReporter class method)
(pytext.metric_reporters.compositional_metric_reporter.CompositionalMetricReporter 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.squad_metric_reporter.SquadMetricReporter 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.bert_classification_models.BertPairwiseModel class method)
(pytext.models.bert_classification_models.NewBertModel 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.WordEmbedding 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.word_embedding.WordEmbedding 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.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.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.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.word_model.WordTaggingModel 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.optimizers.Adagrad class method)
(pytext.optimizer.optimizers.Adam class method)
(pytext.optimizer.optimizers.AdamW class method)
(pytext.optimizer.optimizers.SGD 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.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.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)
(class in pytext.optimizer.activations)
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.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)
generate_checkpoint_path() (pytext.task.serialize.CheckpointManager 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_batch_size() (pytext.data.data.PoolingBatcher method)
(pytext.data.DynamicPoolingBatcher method)
(pytext.data.PoolingBatcher method)
(pytext.data.dynamic_pooling_batcher.DynamicPoolingBatcher method)
get_bos_index() (pytext.data.utils.Vocabulary method)
get_class_members_recursive() (in module pytext.utils.documentation)
get_component_name() (in module pytext.config.component)
get_config_fields() (in module pytext.utils.documentation)
get_current_sparsity() (pytext.optimizer.sparsifiers.blockwise_sparsifier.BlockwiseMagnitudeSparsifier 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)
get_depth() (pytext.data.data_structures.node.Node method)
get_dropout_mask() (pytext.models.representations.augmented_lstm.AugmentedLSTMUnidirectional 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_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_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_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_in_dim() (pytext.models.decoders.decoder_base.DecoderBase method)
(pytext.models.decoders.DecoderBase method)
get_info() (pytext.data.data_structures.annotation.Node method)
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)
get_local_path() (pytext.utils.file_io.PathManager static 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.OutputLayerBase method)
(pytext.models.output_layers.PairwiseCosineDistanceOutputLayer method)
(pytext.models.output_layers.RegressionOutputLayer method)
(pytext.models.output_layers.WordTaggingOutputLayer method)
(pytext.models.output_layers.distance_output_layer.PairwiseCosineDistanceOutputLayer 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.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)
get_lr() (pytext.optimizer.scheduler.LmFineTuning method)
(pytext.optimizer.scheduler.PolynomialDecayScheduler method)
(pytext.optimizer.scheduler.SchedulerWithWarmup method)
(pytext.optimizer.scheduler.WarmupScheduler method)
get_masks() (pytext.optimizer.sparsifiers.blockwise_sparsifier.BlockwiseMagnitudeSparsifier method)
(pytext.optimizer.sparsifiers.sparsifier.L0_projection_sparsifier 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)
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.IntentSlotMetricReporter method)
(pytext.metric_reporters.LanguageModelMetricReporter method)
(pytext.metric_reporters.MetricReporter 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.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.squad_metric_reporter.SquadMetricReporter 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_norm_cosine_scores() (in module pytext.models.output_layers.distance_output_layer)
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)
get_param_groups_for_optimizer() (pytext.models.BaseModel method)
(pytext.models.embeddings.EmbeddingBase method)
(pytext.models.embeddings.EmbeddingList method)
(pytext.models.embeddings.embedding_base.EmbeddingBase method)
(pytext.models.embeddings.embedding_list.EmbeddingList method)
(pytext.models.model.BaseModel method)
(pytext.models.semantic_parsers.rnng.rnng_parser.RNNGParserBase 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_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)
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.OutputLayerBase method)
(pytext.models.output_layers.PairwiseCosineDistanceOutputLayer 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.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.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.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)
get_predict_iter() (pytext.data.data_handler.DataHandler method)
(pytext.data.DataHandler method)
get_pytext_home() (in module pytext.utils.path)
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_same_span() (pytext.data.data_structures.annotation.Node_Info method)
get_script_module_cls() (in module pytext.torchscript.module)
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_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.Sparsifier method)
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.TensorizerScriptImpl method)
get_title() (pytext.metric_reporters.channel.FileChannel method)
(pytext.metric_reporters.language_model_metric_reporter.LanguageModelChannel 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.TensorizerScriptImpl 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)
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)
GRU (pytext.models.representations.stacked_bidirectional_rnn.RnnType attribute)
H
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)
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)
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
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)
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_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.FloatListTensorizer method)
(pytext.data.tensorizers.GazetteerTensorizer method)
(pytext.data.tensorizers.LabelTensorizer method)
(pytext.data.tensorizers.SeqTokenTensorizer method)
(pytext.data.tensorizers.SlotLabelTensorizer method)
(pytext.data.tensorizers.Tensorizer method)
(pytext.data.tensorizers.TokenTensorizer method)
(pytext.data.tensorizers.UidTensorizer method)
initialize_embeddings_weights() (pytext.utils.embeddings.PretrainedEmbedding 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_start_indices (pytext.models.embeddings.embedding_list.EmbeddingList attribute)
(pytext.models.embeddings.EmbeddingList attribute)
input_type() (pytext.torchscript.tokenizer.ScriptTextTokenizerBase method)
(pytext.torchscript.tokenizer.ScriptTokenTokenizerBase method)
(pytext.torchscript.tokenizer.tokenizer.ScriptTextTokenizerBase method)
(pytext.torchscript.tokenizer.tokenizer.ScriptTokenTokenizerBase method)
(pytext.torchscript.tokenizer.tokenizer.ScriptTokenizerBase method)
InputRecord (class in pytext.data.featurizer)
(class in pytext.data.featurizer.featurizer)
INPUTS_PAIR (pytext.models.pair_classification_model.PairwiseModel attribute)
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)
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_text() (pytext.torchscript.utils.ScriptInputType method)
is_token() (pytext.torchscript.utils.ScriptInputType method)
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)
isdir() (pytext.utils.file_io.PathManager static method)
isfile() (pytext.utils.file_io.PathManager static method)
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_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)
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)
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)
LastTimestepPool (class in pytext.models.representations.pooling)
Lazy (class in pytext.utils.lazy)
lazy_property (class in pytext.utils.lazy)
LEAKYRELU (pytext.config.module_config.Activation attribute)
learning_rates() (in module pytext.optimizer.optimizers)
LinearDynamicPoolingBatcher (class in pytext.data.dynamic_pooling_batcher)
list() (pytext.task.serialize.CheckpointManager 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)
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)
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.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.torchscript.tokenizer.ScriptBPE static method)
(pytext.torchscript.tokenizer.bpe.ScriptBPE static method)
locale (pytext.data.featurizer.featurizer.InputRecord attribute)
(pytext.data.featurizer.InputRecord attribute)
LogitsConfig (class in pytext.config.pytext_config)
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]
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)
lowercase_tokens (pytext.data.tensorizers.VocabFileConfig attribute)
ls() (pytext.utils.file_io.PathManager static method)
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_dim (pytext.models.representations.augmented_lstm.AugmentedLSTM.Config attribute)
(pytext.models.representations.bilstm.BiLSTM.Config attribute)
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)
MAELoss (class in pytext.loss)
(class in pytext.loss.loss)
make_positions() (in module pytext.models.representations.transformer.positional_embedding)
make_vocab() (pytext.data.utils.VocabBuilder method)
MaskedLanguageModel (class in pytext.models.masked_lm)
MaskedLMMetricReporter (class in pytext.metric_reporters.language_model_metric_reporter)
MaskedLMTask (class in pytext.task.tasks)
MaskingStrategy (class in pytext.models.masking_utils)
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_positions() (pytext.models.representations.transformer.positional_embedding.PositionalEmbedding method)
(pytext.models.representations.transformer.PositionalEmbedding method)
max_seq_len (pytext.data.data_handler.DataHandler attribute)
(pytext.data.DataHandler attribute)
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)
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)
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)
MissingValueError
mkdirs() (pytext.utils.file_io.PathManager static method)
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)
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)
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)
MultiheadSelfAttention (class in pytext.models.representations.transformer)
(class in pytext.models.representations.transformer.multihead_attention)
MultiLabelClassificationMetricReporter (class in pytext.metric_reporters)
(class in pytext.metric_reporters.classification_metric_reporter)
MultiLabelOutputLayer (class in pytext.models.output_layers.doc_classification_output_layer)
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
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)
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_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)
NONE (pytext.config.module_config.PoolingType attribute)
NoPool (class in pytext.models.representations.pooling)
norm_cosine (pytext.models.output_layers.distance_output_layer.OutputScore attribute)
normalize() (pytext.torchscript.tensorizer.normalizer.VectorNormalizer method)
(pytext.torchscript.tensorizer.VectorNormalizer 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.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.roberta_tensorizer.RoBERTaTokenLevelTensorizer method)
(pytext.data.squad_for_bert_tensorizer.SquadForBERTTensorizer method)
(pytext.data.squad_for_bert_tensorizer.SquadForBERTTensorizerForKD 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.FloatListTensorizer method)
(pytext.data.tensorizers.FloatTensorizer method)
(pytext.data.tensorizers.GazetteerTensorizer 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.Tensorizer method)
(pytext.data.tensorizers.TensorizerScriptImpl method)
(pytext.data.tensorizers.TokenTensorizer method)
(pytext.data.tensorizers.UidTensorizer 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)
open() (pytext.utils.file_io.PathManager static 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)
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_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() (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)
PairwiseClassificationTask (class in pytext.task.tasks)
PairwiseCosineDistanceOutputLayer (class in pytext.models.output_layers)
(class in pytext.models.output_layers.distance_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)
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)
PathManager (class in pytext.utils.file_io)
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)
PolynomialDecayScheduler (class in pytext.optimizer.scheduler)
pool() (in module pytext.models.representations.deepcnn)
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_RESPONSE (pytext.config.query_document_pairwise_ranking.ModelInput attribute)
pos_response (pytext.config.query_document_pairwise_ranking.ModelInputConfig attribute)
PositionalEmbedding (class in pytext.models.representations.transformer)
(class in pytext.models.representations.transformer.positional_embedding)
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.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_for_onnx_export_() (pytext.models.BaseModel method)
(pytext.models.model.BaseModel method)
prepare_input() (pytext.data.Tensorizer method)
(pytext.data.tensorizers.SeqTokenTensorizer method)
(pytext.data.tensorizers.Tensorizer method)
(pytext.data.tensorizers.TokenTensorizer method)
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.ClassificationMetrics method)
(pytext.metrics.MacroPRF1Metrics method)
(pytext.metrics.PRF1Metrics method)
(pytext.metrics.PairwiseRankingMetrics method)
(pytext.metrics.RegressionMetrics method)
(pytext.metrics.intent_slot_metrics.AllMetrics method)
(pytext.metrics.intent_slot_metrics.IntentSlotMetrics method)
(pytext.metrics.language_model_metrics.LanguageModelMetric method)
(pytext.metrics.squad_metrics.SquadMetrics method)
print_pep() (pytext.metrics.ClassificationMetrics method)
print_tree() (pytext.data.data_structures.annotation.Tree method)
process_file() (pytext.data.sources.squad.SquadDataSource method)
(pytext.data.sources.SquadDataSource method)
(pytext.data.sources.squad.SquadDataSourceForKD method)
process_pred() (pytext.metric_reporters.word_tagging_metric_reporter.WordTaggingMetricReporter method)
(pytext.metric_reporters.WordTaggingMetricReporter method)
process_squad() (in module pytext.data.sources.squad)
process_squad_json() (in module pytext.data.sources.squad)
process_squad_tsv() (in module pytext.data.sources.squad)
process_squad_tsv_for_kd() (in module pytext.data.sources.squad)
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)
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.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.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.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.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.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.main (module)
pytext.metric_reporters (module)
pytext.metric_reporters.channel (module)
pytext.metric_reporters.classification_metric_reporter (module)
pytext.metric_reporters.compositional_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.squad_metric_reporter (module)
pytext.metric_reporters.word_tagging_metric_reporter (module)
pytext.metrics (module)
pytext.metrics.intent_slot_metrics (module)
pytext.metrics.language_model_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.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.word_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.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.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.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.positional_embedding (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.contextual_intent_slot (module)
pytext.models.seq_models.seqnn (module)
pytext.models.word_model (module)
pytext.optimizer (module)
pytext.optimizer.activations (module)
pytext.optimizer.fairseq_fp16_utils (module)
pytext.optimizer.fp16_optimizer (module)
pytext.optimizer.lamb (module)
pytext.optimizer.optimizers (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.task (module)
pytext.task.disjoint_multitask (module)
pytext.task.new_task (module)
pytext.task.serialize (module)
pytext.task.task (module)
pytext.task.tasks (module)
pytext.torchscript (module)
pytext.torchscript.module (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.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.torch (module)
pytext.workflow (module)
pytext_config_from_json() (in module pytext.config.serialize)
PyTextConfig (class in pytext.config.pytext_config)
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)
QUERY (pytext.config.query_document_pairwise_ranking.ModelInput attribute)
query (pytext.config.query_document_pairwise_ranking.ModelInputConfig attribute)
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
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)
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)
RawField (class in pytext.fields)
(class in pytext.fields.field)
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.SoftClassificationMetrics attribute)
recall_at_precision() (in module pytext.metrics)
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_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)
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)
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_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.utils.meter.Meter method)
(pytext.utils.meter.TimeMeter method)
reset_parameters() (pytext.models.crf.CRF method)
(pytext.models.embeddings.char_embedding.Highway method)
(pytext.models.representations.augmented_lstm.AugmentedLSTMCell 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)
rm() (pytext.utils.file_io.PathManager static method)
RNN (pytext.models.representations.stacked_bidirectional_rnn.RnnType attribute)
rnn_type (pytext.models.representations.stacked_bidirectional_rnn.StackedBidirectionalRNN.Config attribute)
RNNGParser (class in pytext.models.semantic_parsers.rnng.rnng_parser)
RNNGParserBase (class in pytext.models.semantic_parsers.rnng.rnng_parser)
RnnType (class in pytext.models.representations.stacked_bidirectional_rnn)
RoBERTa (class in pytext.models.roberta)
RoBERTaEncoder (class in pytext.models.roberta)
RoBERTaEncoderBase (class in pytext.models.roberta)
RoBERTaEncoderJit (class in pytext.models.roberta)
RoBERTaNERTask (class in pytext.task.tasks)
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.SoftClassificationMetrics attribute)
Root (class in pytext.data.data_structures.annotation)
RootDataSource (class in pytext.data.sources.data_source)
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_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]
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.trainers.Trainer method)
(pytext.trainers.trainer.Trainer method)
save_module_checkpoints (pytext.config.pytext_config.PyTextConfig attribute)
save_modules() (pytext.models.BaseModel method)
(pytext.models.bert_classification_models.BertPairwiseModel 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_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)
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)
ScriptInputType (class in pytext.torchscript.utils)
ScriptModule (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.tensorizer)
ScriptTextModule (class in pytext.torchscript.module)
ScriptTextTokenizerBase (class in pytext.torchscript.tokenizer)
(class in pytext.torchscript.tokenizer.tokenizer)
ScriptTokenizerBase (class in pytext.torchscript.tokenizer.tokenizer)
ScriptTokenLanguageModule (class in pytext.torchscript.module)
ScriptTokenLanguageModuleWithDenseFeature (class in pytext.torchscript.module)
ScriptTokenModule (class in pytext.torchscript.module)
ScriptTokenTokenizerBase (class in pytext.torchscript.tokenizer)
(class in pytext.torchscript.tokenizer.tokenizer)
ScriptVocabulary (class in pytext.torchscript.vocab)
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)
SemanticParsingTask (class in pytext.task.tasks)
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)
SEQ_FIELD (pytext.common.constants.DatasetFieldName attribute)
SEQ_LENS (pytext.common.constants.DatasetFieldName attribute)
(pytext.config.doc_classification.ModelInput 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)
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_fp16() (in module pytext.utils.precision)
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.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)
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)
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_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.LabelListTensorizer method)
(pytext.data.tensorizers.SeqTokenTensorizer method)
(pytext.data.tensorizers.Tensorizer method)
(pytext.data.tensorizers.TokenTensorizer 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)
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)
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.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.Sparsifier method)
SpecialToken (class in pytext.data.utils)
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)
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_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.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.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)
strip_bio_prefix() (in module pytext.utils.data)
subconfigs() (pytext.config.component.Registry class method)
summary_writer (pytext.metric_reporters.channel.TensorBoardChannel attribute)
SUPPORT_FP16_OPTIMIZER (pytext.models.BaseModel attribute)
(pytext.models.bert_classification_models.NewBertModel attribute)
(pytext.models.masked_lm.MaskedLanguageModel attribute)
(pytext.models.model.BaseModel attribute)
suppress_output() (in module pytext.utils.distributed)
T
TANH (pytext.config.module_config.Activation attribute)
Target (class in pytext.config.field_config)
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)
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.roberta_tensorizer.RoBERTaTokenLevelTensorizer method)
(pytext.data.squad_for_bert_tensorizer.SquadForBERTTensorizer method)
(pytext.data.squad_for_bert_tensorizer.SquadForBERTTensorizerForKD 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.FloatListTensorizer method)
(pytext.data.tensorizers.FloatTensorizer method)
(pytext.data.tensorizers.GazetteerTensorizer 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.Tensorizer method)
(pytext.data.tensorizers.TensorizerScriptImpl method)
(pytext.data.tensorizers.TokenTensorizer method)
(pytext.data.tensorizers.UidTensorizer 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.Tensorizer 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.SquadDataSource attribute)
(pytext.data.sources.data_source.RootDataSource 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_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_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_tensor() (pytext.data.test.tensorizers_test.TensorizersTest 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_normalized_float_list_tensor() (pytext.data.test.tensorizers_test.TensorizersTest method)
test_create_word_tensors() (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_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_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_linear_scheduler() (pytext.data.test.dynamic_pooling_batcher_test.DynamicPoolingBatcherTest method)
test_lookup_tokens() (pytext.data.test.tensorizers_test.LookupTokensTest 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_wordpiece() (pytext.data.test.tensorizers_test.SquadTensorizerTest 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_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_seq_tensor() (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_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_tsv_numberize_with_alphanumeric() (pytext.data.test.tensorizers_test.SquadTensorizerTest 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)
(pytext.torchscript.utils.ScriptInputType 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)
tied_representation (pytext.models.pair_classification_model.PairwiseModel.Config attribute)
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.data.data_structures.annotation)
(class in pytext.data.tokenizers)
(class in pytext.data.tokenizers.tokenizer)
token (pytext.torchscript.utils.ScriptInputType attribute)
TOKEN_INDICES (pytext.common.constants.DatasetFieldName attribute)
Token_Info (class in pytext.data.data_structures.annotation)
token_label() (pytext.utils.data.Slot method)
token_overlap() (pytext.utils.data.Slot method)
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.TensorizerScriptImpl 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)
TOKENS_COLUMN (pytext.metric_reporters.language_model_metric_reporter.LanguageModelMetricReporter attribute)
(pytext.metric_reporters.LanguageModelMetricReporter attribute)
TokenTensorizer (class in pytext.data.tensorizers)
top_intent_accuracy (pytext.metrics.intent_slot_metrics.AllMetrics attribute)
,
[1]
torchscript_export() (pytext.task.disjoint_multitask.NewDisjointMultitask method)
torchscript_predictions() (pytext.models.output_layers.CRFOutputLayer 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.word_tagging_output_layer.CRFOutputLayer method)
(pytext.models.output_layers.word_tagging_output_layer.WordTaggingOutputLayer method)
torchscript_quantize (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.Tokenizer method)
(pytext.data.tokenizers.tokenizer.DoNothingTokenizer method)
(pytext.data.tokenizers.tokenizer.Tokenizer 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)
TP (pytext.metrics.Confusions attribute)
,
[1]
tps (pytext.metrics.RealtimeMetrics attribute)
,
[1]
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.SquadDataSource attribute)
(pytext.data.sources.data_source.RootDataSource attribute)
(pytext.data.sources.data_source.RowShardedDataSource 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)
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)
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)
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)
U
UidTensorizer (class in pytext.data.tensorizers)
UninitializedLazyModuleError
UnionTypeError
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_tree() (pytext.data.data_structures.annotation.TreeBuilder method)
upgrade_if_xlm() (in module pytext.config.config_adapter)
upgrade_one_version() (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)
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)
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_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_tree() (pytext.data.data_structures.annotation.Tree method)
value (pytext.data.tokenizers.Token attribute)
(pytext.data.tokenizers.tokenizer.Token attribute)
values() (pytext.config.component.Registry class method)
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)
visualize() (pytext.models.embeddings.embedding_base.EmbeddingBase method)
(pytext.models.embeddings.EmbeddingBase method)
(pytext.models.embeddings.EmbeddingList method)
(pytext.models.embeddings.WordEmbedding method)
(pytext.models.embeddings.embedding_list.EmbeddingList method)
(pytext.models.embeddings.word_embedding.WordEmbedding 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.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)
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_dicts() (in module pytext.data.data)
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