ELI5
  • Overview
  • Tutorials
  • Supported Libraries
  • Inspecting Black-Box Estimators
  • API
    • ELI5 top-level API
    • eli5.formatters
    • eli5.lightning
    • eli5.lime
    • eli5.sklearn
    • eli5.sklearn_crfsuite
    • eli5.xgboost
    • eli5.lightgbm
    • eli5.catboost
    • eli5.permutation_importance
    • eli5.llm
    • eli5.keras
    • eli5.base
  • Contributing
  • Changelog
ELI5
  • API
  • View page source

API

API documentation is auto-generated.

  • ELI5 top-level API
    • explain_weights()
    • explain_prediction()
    • show_weights()
    • show_prediction()
    • transform_feature_names()
    • explain_weights_df()
    • explain_weights_dfs()
    • explain_prediction_df()
    • explain_prediction_dfs()
    • format_as_text()
    • format_as_html()
    • format_as_dataframe()
    • format_as_dataframes()
    • format_as_dict()
    • format_as_image()
  • eli5.formatters
    • eli5.formatters.html
    • eli5.formatters.text
    • eli5.formatters.as_dict
    • eli5.formatters.as_dataframe
    • eli5.formatters.image
  • eli5.lightning
    • explain_prediction_lightning()
    • explain_weights_lightning()
  • eli5.lime
    • eli5.lime.lime
    • eli5.lime.samplers
    • eli5.lime.textutils
  • eli5.sklearn
    • eli5.sklearn.explain_prediction
    • eli5.sklearn.explain_weights
    • eli5.sklearn.unhashing
    • eli5.sklearn.permutation_importance
  • eli5.sklearn_crfsuite
    • explain_weights_sklearn_crfsuite()
    • filter_transition_coefs()
    • sorted_for_ner()
  • eli5.xgboost
    • explain_prediction_xgboost()
    • explain_weights_xgboost()
  • eli5.lightgbm
    • explain_prediction_lightgbm()
    • explain_weights_lightgbm()
  • eli5.catboost
    • explain_weights_catboost()
  • eli5.permutation_importance
    • get_score_importances()
    • iter_shuffled()
  • eli5.llm
    • explain_prediction_openai_client()
    • explain_prediction_openai_completion()
    • explain_prediction_openai_logprobs()
  • eli5.keras
    • eli5.keras.explain_prediction
    • eli5.keras.gradcam
  • eli5.base
    • DocWeightedSpans
    • Explanation
    • FeatureImportances
    • FeatureWeights
    • NodeInfo
    • TargetExplanation
    • TransitionFeatureWeights
    • TreeInfo
    • WeightedSpans
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© Copyright 2016-2017, Mikhail Korobov, Konstantin Lopuhin.

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