modelCatBoost

modelCatBoost(name='CBT', random_state=99, args, *kwargs)

None

FineTune_hyperopt(X, y, mute=False)

None

FineTune_sklearn(X, y, mute=False, n_splits=10, n_iter=2)

https://www.kaggle.com/ksaaskil/pets-definitive-catboost-tuning

Visualizer_Models(directs=None, visu_model=True)

None

add_cat_features(index_features)

None

copy(args, *kwargs)

None

dataset(X, y, categorical_columns_indices=None, test_size=0.2, args, *kwargs)

None

fit(X, y, use_best_model=True, plot=True, save_snapshot=False, verbose=0, args, *kwargs)

None

fit_cv(X, y, fold_count=4, shuffle=True, stratified=True, plot=True, verbose=100)

None

get_important_features(display=True)

None

hyperopt_objective(params)

None

index_features(features)

None

load_model(direct='./checkpoints', name='catboost_model')

None

predict(X, args, *kwargs)

None

predict_proba(X, args, *kwargs)

None

replace_multiclass(targets)

None

save_model(direct='./checkpoints', name='catboost_model')

None

update_model(kwargs)

None