Index

A

add_valid() (lightgbm.Booster method)

attr() (lightgbm.Booster method)

B

best_iteration_ (lightgbm.LGBMClassifier attribute), [1] (lightgbm.LGBMModel attribute), [1] (lightgbm.LGBMRanker attribute), [1] (lightgbm.LGBMRegressor attribute), [1] best_score_ (lightgbm.LGBMClassifier attribute), [1] (lightgbm.LGBMModel attribute), [1] (lightgbm.LGBMRanker attribute), [1] (lightgbm.LGBMRegressor attribute), [1]

Booster (class in lightgbm) booster_ (lightgbm.LGBMClassifier attribute), [1] (lightgbm.LGBMModel attribute), [1] (lightgbm.LGBMRanker attribute), [1] (lightgbm.LGBMRegressor attribute), [1]

C

classes_ (lightgbm.LGBMClassifier attribute), [1] (lightgbm.LGBMModel attribute) (lightgbm.LGBMRanker attribute) (lightgbm.LGBMRegressor attribute)

construct() (lightgbm.Dataset method) create_tree_digraph() (in module lightgbm) create_valid() (lightgbm.Dataset method) current_iteration() (lightgbm.Booster method) cv() (in module lightgbm)

D

Dataset (class in lightgbm)

dump_model() (lightgbm.Booster method)

E

early_stopping() (in module lightgbm) eval() (lightgbm.Booster method) eval_train() (lightgbm.Booster method) eval_valid() (lightgbm.Booster method)

evals_result_ (lightgbm.LGBMClassifier attribute), [1] (lightgbm.LGBMModel attribute), [1] (lightgbm.LGBMRanker attribute), [1] (lightgbm.LGBMRegressor attribute), [1]

F

feature_importance() (lightgbm.Booster method) feature_importances_ (lightgbm.LGBMClassifier attribute), [1] (lightgbm.LGBMModel attribute), [1] (lightgbm.LGBMRanker attribute), [1] (lightgbm.LGBMRegressor attribute), [1] feature_name() (lightgbm.Booster method)

fit() (lightgbm.LGBMClassifier method) (lightgbm.LGBMModel method) (lightgbm.LGBMRanker method) (lightgbm.LGBMRegressor method) free_dataset() (lightgbm.Booster method) free_network() (lightgbm.Booster method)

G

get_field() (lightgbm.Dataset method) get_group() (lightgbm.Dataset method) get_init_score() (lightgbm.Dataset method) get_label() (lightgbm.Dataset method) get_leaf_output() (lightgbm.Booster method)

get_params() (lightgbm.LGBMClassifier method) (lightgbm.LGBMModel method) (lightgbm.LGBMRanker method) (lightgbm.LGBMRegressor method) get_ref_chain() (lightgbm.Dataset method) get_weight() (lightgbm.Dataset method)

L

LGBMClassifier (class in lightgbm) LGBMModel (class in lightgbm)

LGBMRanker (class in lightgbm) LGBMRegressor (class in lightgbm)

M

model_from_string() (lightgbm.Booster method)

model_to_string() (lightgbm.Booster method)

N

n_classes_ (lightgbm.LGBMClassifier attribute), [1] (lightgbm.LGBMModel attribute) (lightgbm.LGBMRanker attribute) (lightgbm.LGBMRegressor attribute) n_features_ (lightgbm.LGBMClassifier attribute), [1] (lightgbm.LGBMModel attribute), [1] (lightgbm.LGBMRanker attribute), [1] (lightgbm.LGBMRegressor attribute), [1]

num_data() (lightgbm.Dataset method) num_feature() (lightgbm.Booster method) (lightgbm.Dataset method) num_model_per_iteration() (lightgbm.Booster method) num_trees() (lightgbm.Booster method)

O

objective_ (lightgbm.LGBMClassifier attribute), [1] (lightgbm.LGBMModel attribute), [1] (lightgbm.LGBMRanker attribute), [1] (lightgbm.LGBMRegressor attribute), [1]

P

plot_importance() (in module lightgbm) plot_metric() (in module lightgbm) plot_tree() (in module lightgbm) predict() (lightgbm.Booster method) (lightgbm.LGBMClassifier method) (lightgbm.LGBMModel method) (lightgbm.LGBMRanker method) (lightgbm.LGBMRegressor method)

predict_proba() (lightgbm.LGBMClassifier method) print_evaluation() (in module lightgbm)

R

record_evaluation() (in module lightgbm) refit() (lightgbm.Booster method)

reset_parameter() (in module lightgbm) (lightgbm.Booster method) rollback_one_iter() (lightgbm.Booster method)

S

save_binary() (lightgbm.Dataset method) save_model() (lightgbm.Booster method) set_attr() (lightgbm.Booster method) set_categorical_feature() (lightgbm.Dataset method) set_feature_name() (lightgbm.Dataset method) set_field() (lightgbm.Dataset method) set_group() (lightgbm.Dataset method) set_init_score() (lightgbm.Dataset method) set_label() (lightgbm.Dataset method)

set_network() (lightgbm.Booster method) set_params() (lightgbm.LGBMClassifier method) (lightgbm.LGBMModel method) (lightgbm.LGBMRanker method) (lightgbm.LGBMRegressor method) set_reference() (lightgbm.Dataset method) set_train_data_name() (lightgbm.Booster method) set_weight() (lightgbm.Dataset method) shuffle_models() (lightgbm.Booster method) subset() (lightgbm.Dataset method)

T

train() (in module lightgbm)

U

update() (lightgbm.Booster method)