PyText
master

Getting Started

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

Training More Advanced Models

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

Extending PyText

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

References

  • pytext
    • config
    • data
    • exporters
    • loss
      • loss
        • AUCPRHingeLoss.Config
        • BinaryCrossEntropyLoss.Config
        • BinaryCrossEntropyWithLogitsLoss.Config
        • CosineEmbeddingLoss.Config
        • CrossEntropyLoss.Config
        • HingeLoss.Config
        • KLDivergenceBCELoss.Config
        • KLDivergenceCELoss.Config
        • LabelSmoothedCrossEntropyLoss.Config
        • Loss.Config
        • MAELoss.Config
        • MSELoss.Config
        • MultiLabelSoftMarginLoss.Config
        • NLLLoss.Config
        • PairwiseRankingLoss.Config
      • regularized_loss
      • regularizer
      • structured_loss
    • metric_reporters
    • models
    • optimizer
    • task
    • torchscript
    • trainers
  • pytext package
PyText
  • Docs »
  • pytext »
  • loss »
  • loss
  • Edit on GitHub

lossΒΆ

  • AUCPRHingeLoss.Config
  • BinaryCrossEntropyLoss.Config
  • BinaryCrossEntropyWithLogitsLoss.Config
  • CosineEmbeddingLoss.Config
  • CrossEntropyLoss.Config
  • HingeLoss.Config
  • KLDivergenceBCELoss.Config
  • KLDivergenceCELoss.Config
  • LabelSmoothedCrossEntropyLoss.Config
  • Loss.Config
  • MAELoss.Config
  • MSELoss.Config
  • MultiLabelSoftMarginLoss.Config
  • NLLLoss.Config
  • PairwiseRankingLoss.Config
Next Previous

© Copyright 2018, PyText Contributors Revision e407685a.

Built with Sphinx using a theme provided by Read the Docs.