LightGBM
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Contents:
Installation Guide
Quick Start
Python Quick Start
Features
Experiments
Parameters
Parameters Tuning
Python API Reference
Parallel Learning Guide
GPU Tutorial
FAQ
Development Guide
LightGBM
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Index
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Index
A
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B
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C
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D
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E
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F
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G
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L
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N
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P
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R
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S
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T
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U
A
add_valid() (lightgbm.Booster method)
apply() (lightgbm.LGBMModel method)
attr() (lightgbm.Booster method)
B
Booster (class in lightgbm)
booster_ (lightgbm.LGBMModel attribute)
C
classes_ (lightgbm.LGBMClassifier attribute)
construct() (lightgbm.Dataset method)
create_tree_digraph() (in module lightgbm)
create_valid() (lightgbm.Dataset 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.LGBMModel attribute)
F
feature_importance() (lightgbm.Booster method)
feature_importances_ (lightgbm.LGBMModel attribute)
feature_name() (lightgbm.Booster method)
fit() (lightgbm.LGBMModel method)
(lightgbm.LGBMRanker method)
G
get_field() (lightgbm.Dataset method)
get_group() (lightgbm.Dataset method)
get_init_score() (lightgbm.Dataset method)
get_label() (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)
N
n_classes_ (lightgbm.LGBMClassifier attribute)
num_data() (lightgbm.Dataset method)
num_feature() (lightgbm.Dataset method)
P
params_str (lightgbm.Booster attribute)
plot_importance() (in module lightgbm)
plot_metric() (in module lightgbm)
plot_tree() (in module lightgbm)
predict() (lightgbm.Booster method)
(lightgbm.LGBMModel method)
predict_proba() (lightgbm.LGBMClassifier method)
print_evaluation() (in module lightgbm)
R
record_evaluation() (in module lightgbm)
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_reference() (lightgbm.Dataset method)
set_weight() (lightgbm.Dataset method)
subset() (lightgbm.Dataset method)
T
train() (in module lightgbm)
U
update() (lightgbm.Booster method)
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