SYMBOL INDEX (51 symbols across 3 files) FILE: shaphypetune/_classes.py class _BoostSearch (line 20) | class _BoostSearch(BaseEstimator): method __init__ (line 27) | def __init__(self): method _validate_param_grid (line 30) | def _validate_param_grid(self, fit_params): method _fit (line 62) | def _fit(self, X, y, fit_params, params=None): method fit (line 134) | def fit(self, X, y, trials=None, **fit_params): method predict (line 220) | def predict(self, X, **predict_params): method predict_proba (line 243) | def predict_proba(self, X, **predict_params): method score (line 269) | def score(self, X, y, sample_weight=None): class _BoostSelector (line 297) | class _BoostSelector(BaseEstimator, TransformerMixin): method __init__ (line 304) | def __init__(self): method transform (line 307) | def transform(self, X): method get_support (line 339) | def get_support(self, indices=False): class _Boruta (line 365) | class _Boruta(_BoostSelector): method __init__ (line 377) | def __init__(self, method _create_X (line 396) | def _create_X(self, X, feat_id_real): method _check_fit_params (line 419) | def _check_fit_params(self, fit_params, feat_id_real=None): method _do_tests (line 451) | def _do_tests(self, dec_reg, hit_reg, iter_id): method fit (line 475) | def fit(self, X, y, **fit_params): class _RFE (line 622) | class _RFE(_BoostSelector): method __init__ (line 629) | def __init__(self, method _check_fit_params (line 646) | def _check_fit_params(self, fit_params): method _step_score (line 672) | def _step_score(self, estimator): method fit (line 691) | def fit(self, X, y, **fit_params): class _RFA (line 804) | class _RFA(_BoostSelector): method __init__ (line 811) | def __init__(self, method _check_fit_params (line 828) | def _check_fit_params(self, fit_params, inverse=False): method _step_score (line 854) | def _step_score(self, estimator): method fit (line 873) | def fit(self, X, y, **fit_params): method _transform (line 1002) | def _transform(self, X, inverse=False): method transform (line 1033) | def transform(self, X): FILE: shaphypetune/shaphypetune.py class BoostSearch (line 6) | class BoostSearch(_BoostSearch): method __init__ (line 89) | def __init__(self, method _build_model (line 105) | def _build_model(self, params): class BoostBoruta (line 114) | class BoostBoruta(_BoostSearch, _Boruta): method __init__ (line 266) | def __init__(self, method _build_model (line 295) | def _build_model(self, params=None): class BoostRFE (line 328) | class BoostRFE(_BoostSearch, _RFE): method __init__ (line 474) | def __init__(self, method _build_model (line 499) | def _build_model(self, params=None): class BoostRFA (line 530) | class BoostRFA(_BoostSearch, _RFA): method __init__ (line 681) | def __init__(self, method _build_model (line 706) | def _build_model(self, params=None): FILE: shaphypetune/utils.py function _check_boosting (line 8) | def _check_boosting(model): function _shap_importances (line 27) | def _shap_importances(model, X): function _feature_importances (line 49) | def _feature_importances(model): function _get_categorical_support (line 65) | def _get_categorical_support(n_features, fit_params): function _set_categorical_indexes (line 87) | def _set_categorical_indexes(support, cat_support, _fit_params, function _check_param (line 109) | def _check_param(values): class ParameterSampler (line 127) | class ParameterSampler(object): method __init__ (line 161) | def __init__(self, param_distributions, n_iter=None, random_state=None): method sample (line 167) | def sample(self):