Index

A

autotune() (mltune.base.BaseModelWrapper method)

B

BaseModelWrapper (class in mltune.base)

F

features (mltune.base.BaseModelWrapper attribute)

fit() (mltune.base.BaseModelWrapper method) from_json() (mltune.base.BaseModelWrapper class method)

G

get_feature_importance_ranking() (in module mltune.tuning) get_model_factory() (mltune.base.BaseModelWrapper method) (mltune.lightgbm.LightGBMModelWrapper method) (mltune.sklearn.RandomForestModelWrapper method) (mltune.wrappers.LightGBMModelWrapper method) (mltune.wrappers.RandomForestModelWrapper method) (mltune.wrappers.XGBoostModelWrapper method) (mltune.xgboost.XGBoostModelWrapper method)

H

hyperparameters (mltune.base.BaseModelWrapper attribute)

L

LightGBMModelWrapper (class in mltune.lightgbm) (class in mltune.wrappers)

M

mltune module mltune.base module mltune.lightgbm module mltune.plotting module mltune.sklearn module mltune.tuning module mltune.wrappers module

mltune.xgboost module model (mltune.base.BaseModelWrapper attribute) module mltune mltune.base mltune.lightgbm mltune.plotting mltune.sklearn mltune.tuning mltune.wrappers mltune.xgboost

P

plot_feature_elimination_progression() (in module mltune.plotting)

plot_feature_importances() (in module mltune.plotting) predict() (mltune.base.BaseModelWrapper method)

R

RandomForestModelWrapper (class in mltune.sklearn) (class in mltune.wrappers)

T

to_json() (mltune.base.BaseModelWrapper method) tune_model_parameters() (in module mltune.tuning)

tune_model_parameters_and_features() (in module mltune.tuning) tune_with_feature_elimination() (in module mltune.tuning) tune_without_feature_elimination() (in module mltune.tuning)

X

XGBoostModelWrapper (class in mltune.wrappers) (class in mltune.xgboost)