Index

_

_evaluate_weights() (HillClimbingEnsemble method)

_get_ensemble_predictions() (HillClimbingEnsemble method) _get_neighbors() (HillClimbingEnsemble method)

B

built-in function load_data() preprocess_data() split_data()

C

cat_clf (built-in class)

cat_reg (built-in class) categoric_eda() (in module lunax.viz.eda)

E

evaluate() (cat_clf method) (cat_reg method) (lgbm_clf method) (lgbm_reg method) (xgb_clf method) (xgb_reg method)

F

fit() (cat_clf method) (cat_reg method) (HillClimbingEnsemble method) (lgbm_clf method) (lgbm_reg method) (xgb_clf method) (xgb_reg method)

G

get_feature_importance() (TreeExplainer method)

get_shap_values() (TreeExplainer method)

H

HillClimbingEnsemble (built-in class)

L

lgbm_clf (built-in class) lgbm_reg (built-in class) load_data() built-in function

lunax.hyper_opt.optuna_tuner module lunax.viz.eda module

M

module lunax.hyper_opt.optuna_tuner lunax.viz.eda

N

numeric_eda() (in module lunax.viz.eda)

O

optimize() (lunax.hyper_opt.optuna_tuner.OptunaTuner method)

OptunaTuner (class in lunax.hyper_opt.optuna_tuner)

P

plot_dependence() (TreeExplainer method) plot_force() (TreeExplainer method) plot_summary() (TreeExplainer method) predict() (cat_clf method) (cat_reg method) (HillClimbingEnsemble method) (lgbm_clf method) (lgbm_reg method) (xgb_clf method) (xgb_reg method)

predict_proba() (cat_clf method) (HillClimbingEnsemble method) (lgbm_clf method) (xgb_clf method) preprocess_data() built-in function

S

split_data() built-in function

T

TreeExplainer (built-in class)

X

xgb_clf (built-in class)

xgb_reg (built-in class)