mkgendocs.yml

sources_dir: docs/scripts_to_markdown
repo: https://github.com/simonprovost/scikit-longitudinal
version: main

pages:
  - page: "estimators/trees/lexico_decision_tree_classifier.md"
    source: "scikit_longitudinal/estimators/trees/lexicographical/lexico_decision_tree.py"
    classes:
      - LexicoDecisionTreeClassifier
  - page: "estimators/trees/lexico_decision_tree_regressor.md"
    source: "scikit_longitudinal/estimators/trees/lexicographical/lexico_decision_tree_regressor.py"
    classes:
      - LexicoDecisionTreeRegressor
  - page: "estimators/ensemble/lexico_deep_forest.md"
    source: "scikit_longitudinal/estimators/ensemble/lexicographical/lexico_deep_forest.py"
    classes:
      - LexicoDeepForestClassifier:
        - _fit
        - _predict
        - _predict_proba
  - page: "estimators/ensemble/lexico_gradient_boosting.md"
    source: "scikit_longitudinal/estimators/ensemble/lexicographical/lexico_gradient_boosting.py"
    classes:
      - LexicoGradientBoostingClassifier:
          - _fit
          - _predict
          - _predict_proba
  - page: "estimators/ensemble/lexico_random_forest.md"
    source: "scikit_longitudinal/estimators/ensemble/lexicographical/lexico_random_forest.py"
    classes:
      - LexicoRandomForestClassifier
  - page: "estimators/ensemble/longitudinal_stacking.md"
    source: "scikit_longitudinal/estimators/ensemble/longitudinal_stacking/longitudinal_stacking.py"
    classes:
      - LongitudinalStackingClassifier:
          - _fit
          - _predict
          - _predict_proba
  - page: "estimators/ensemble/longitudinal_voting.md"
    source: "scikit_longitudinal/estimators/ensemble/longitudinal_voting/longitudinal_voting.py"
    classes:
      - LongitudinalEnsemblingStrategy
      - LongitudinalVotingClassifier:
          - _fit
          - _predict
          - _predict_proba
  - page: "estimators/ensemble/nested_trees.md"
    source: "scikit_longitudinal/estimators/ensemble/nested_trees/nested_trees.py"
    classes:
      - NestedTreesClassifier:
            - _fit
            - _predict
            - _predict_proba
            - print_nested_tree
  - page: "preprocessors/feature_selection/correlation_feature_selection_per_group.md"
    source: "scikit_longitudinal/preprocessors/feature_selection/correlation_feature_selection/cfs_per_group.py"
    classes:
      - CorrelationBasedFeatureSelectionPerGroup:
            - _fit
            - _transform
            - apply_selected_features_and_rename
  - page: "pipeline.md"
    source: "scikit_longitudinal/pipeline.py"
    classes:
      - LongitudinalPipeline:
          - fit
          - predict
          - predict_proba
          - transform