PyText
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Getting Started

  • Installation
  • Train your first model
  • Execute your first model
  • Visualize Model Training with TensorBoard
  • Use PyText models in your app
  • Serve Models in Production
  • Config Files Explained
  • Config Commands

Training More Advanced Models

  • Train Intent-Slot model on ATIS Dataset
  • Hierarchical intent and slot filling
  • Multitask training with disjoint datasets
  • Data Parallel Distributed Training
  • XLM-RoBERTa
  • Semantic parsing with sequence-to-sequence models

Extending PyText

  • Architecture Overview
  • Custom Data Format
  • Custom Tensorizer
  • Using External Dense Features
  • Creating A New Model
  • Hacking PyText

References

  • pytext
    • config
    • data
    • exporters
    • loss
    • metric_reporters
    • models
      • bert_classification_models
      • bert_regression_model
      • decoders
      • disjoint_multitask_model
      • doc_model
      • embeddings
      • ensembles
      • joint_model
      • language_models
      • masked_lm
      • model
      • module
      • output_layers
        • distance_output_layer
        • doc_classification_output_layer
        • doc_regression_output_layer
        • intent_slot_output_layer
        • lm_output_layer
        • output_layer_base
        • pairwise_ranking_output_layer
        • squad_output_layer
        • word_tagging_output_layer
      • pair_classification_model
      • qna
      • query_document_pairwise_ranking_model
      • r3f_models
      • representations
      • roberta
      • semantic_parsers
      • seq_models
      • two_tower_classification_model
      • word_model
    • optimizer
    • task
    • torchscript
    • trainers
  • pytext package
PyText
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  • models »
  • output_layers
  • Edit on GitHub

output_layersΒΆ

  • distance_output_layer
    • DenseRetrievalOutputLayer.Config
    • PairwiseCosineDistanceOutputLayer.Config
  • doc_classification_output_layer
    • BinaryClassificationOutputLayer.Config
    • ClassificationOutputLayer.Config
    • MultiLabelOutputLayer.Config
    • MulticlassOutputLayer.Config
  • doc_regression_output_layer
    • PairwiseCosineRegressionOutputLayer.Config
    • RegressionOutputLayer.Config
  • intent_slot_output_layer
    • IntentSlotOutputLayer.Config
  • lm_output_layer
    • LMOutputLayer.Config
  • output_layer_base
    • OutputLayerBase.Config
  • pairwise_ranking_output_layer
    • PairwiseRankingOutputLayer.Config
  • squad_output_layer
    • SquadOutputLayer.Config
  • word_tagging_output_layer
    • CRFOutputLayer.Config
    • WordTaggingOutputLayer.Config
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