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