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

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

Extending PyText

  • Architecture Overview
  • Creating A New Task

Config Reference

  • pytext
    • config
    • data
    • exporters
    • loss
    • metric_reporters
    • models
    • optimizer
    • task
      • disjoint_multitask
      • task
      • tasks
    • trainers

Library Reference

  • pytext package
PyText
  • Docs »
  • pytext »
  • task
  • Edit on GitHub

taskΒΆ

  • disjoint_multitask
    • DisjointMultitask.Config
  • task
    • Task.Config
    • TaskBase.Config
  • tasks
    • ContextualIntentSlotTask.Config
    • DocClassificationTask.Config
    • EnsembleTask.Config
    • JointTextTask.Config
    • KDDocClassificationTask.Config
    • LMTask.Config
    • PairClassificationTask.Config
    • SemanticParsingTask.Config
    • SeqNNTask.Config
    • WordTaggingTask.Config
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