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
    • config
    • data
    • exporters
    • loss
    • metric_reporters
      • classification_metric_reporter
      • compositional_metric_reporter
      • disjoint_multitask_metric_reporter
      • intent_slot_detection_metric_reporter
      • language_model_metric_reporter
      • metric_reporter
      • pairwise_ranking_metric_reporter
      • regression_metric_reporter
      • squad_metric_reporter
      • word_tagging_metric_reporter
    • models
    • optimizer
    • task
    • trainers
  • pytext package
PyText
  • Docs »
  • pytext »
  • metric_reporters
  • Edit on GitHub

metric_reportersΒΆ

  • classification_metric_reporter
    • ClassificationMetricReporter.Config
    • MultiLabelClassificationMetricReporter.Config
  • compositional_metric_reporter
    • CompositionalMetricReporter.Config
  • disjoint_multitask_metric_reporter
    • DisjointMultitaskMetricReporter.Config
  • intent_slot_detection_metric_reporter
    • IntentSlotMetricReporter.Config
  • language_model_metric_reporter
    • LanguageModelMetricReporter.Config
    • MaskedLMMetricReporter.Config
  • metric_reporter
    • MetricReporter.Config
    • PureLossMetricReporter.Config
  • pairwise_ranking_metric_reporter
    • PairwiseRankingMetricReporter.Config
  • regression_metric_reporter
    • RegressionMetricReporter.Config
  • squad_metric_reporter
    • SquadMetricReporter.Config
  • word_tagging_metric_reporter
    • NERMetricReporter.Config
    • SequenceTaggingMetricReporter.Config
    • WordTaggingMetricReporter.Config
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