v3.2.1
Contents:
Installation Guide
Quick Start
Python Quick Start
Features
Experiments
Parameters
Parameters Tuning
C API
Python API
R API
Distributed Learning Guide
GPU Tutorial
Advanced Topics
FAQ
Development Guide
LightGBM
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Index
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Index
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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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M
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N
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O
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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
_
__init__() (lightgbm.Booster method)
(lightgbm.CVBooster method)
(lightgbm.DaskLGBMClassifier method)
(lightgbm.DaskLGBMRanker method)
(lightgbm.DaskLGBMRegressor method)
(lightgbm.Dataset method)
(lightgbm.LGBMClassifier method)
(lightgbm.LGBMModel method)
(lightgbm.LGBMRanker method)
(lightgbm.LGBMRegressor method)
A
add_features_from() (lightgbm.Dataset method)
add_valid() (lightgbm.Booster method)
attr() (lightgbm.Booster method)
B
best_iteration (lightgbm.CVBooster attribute)
best_iteration_() (lightgbm.DaskLGBMClassifier property)
(lightgbm.DaskLGBMRanker property)
(lightgbm.DaskLGBMRegressor property)
(lightgbm.LGBMClassifier property)
(lightgbm.LGBMModel property)
(lightgbm.LGBMRanker property)
(lightgbm.LGBMRegressor property)
best_score_() (lightgbm.DaskLGBMClassifier property)
(lightgbm.DaskLGBMRanker property)
(lightgbm.DaskLGBMRegressor property)
(lightgbm.LGBMClassifier property)
(lightgbm.LGBMModel property)
(lightgbm.LGBMRanker property)
(lightgbm.LGBMRegressor property)
Booster (class in lightgbm)
booster_() (lightgbm.DaskLGBMClassifier property)
(lightgbm.DaskLGBMRanker property)
(lightgbm.DaskLGBMRegressor property)
(lightgbm.LGBMClassifier property)
(lightgbm.LGBMModel property)
(lightgbm.LGBMRanker property)
(lightgbm.LGBMRegressor property)
BoosterHandle (C type)
boosters (lightgbm.CVBooster attribute)
C
C_API_DTYPE_FLOAT32 (C macro)
C_API_DTYPE_FLOAT64 (C macro)
C_API_DTYPE_INT32 (C macro)
C_API_DTYPE_INT64 (C macro)
C_API_FEATURE_IMPORTANCE_GAIN (C macro)
C_API_FEATURE_IMPORTANCE_SPLIT (C macro)
C_API_MATRIX_TYPE_CSC (C macro)
C_API_MATRIX_TYPE_CSR (C macro)
C_API_PREDICT_CONTRIB (C macro)
C_API_PREDICT_LEAF_INDEX (C macro)
C_API_PREDICT_NORMAL (C macro)
C_API_PREDICT_RAW_SCORE (C macro)
classes_() (lightgbm.DaskLGBMClassifier property)
(lightgbm.LGBMClassifier property)
client_() (lightgbm.DaskLGBMClassifier property)
(lightgbm.DaskLGBMRanker property)
(lightgbm.DaskLGBMRegressor property)
construct() (lightgbm.Dataset method)
create_tree_digraph() (in module lightgbm)
create_valid() (lightgbm.Dataset method)
current_iteration() (lightgbm.Booster method)
cv() (in module lightgbm)
CVBooster (class in lightgbm)
D
DaskLGBMClassifier (class in lightgbm)
DaskLGBMRanker (class in lightgbm)
DaskLGBMRegressor (class in lightgbm)
Dataset (class in lightgbm)
DatasetHandle (C type)
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.DaskLGBMClassifier property)
(lightgbm.DaskLGBMRanker property)
(lightgbm.DaskLGBMRegressor property)
(lightgbm.LGBMClassifier property)
(lightgbm.LGBMModel property)
(lightgbm.LGBMRanker property)
(lightgbm.LGBMRegressor property)
F
FastConfigHandle (C type)
feature_importance() (lightgbm.Booster method)
feature_importances_() (lightgbm.DaskLGBMClassifier property)
(lightgbm.DaskLGBMRanker property)
(lightgbm.DaskLGBMRegressor property)
(lightgbm.LGBMClassifier property)
(lightgbm.LGBMModel property)
(lightgbm.LGBMRanker property)
(lightgbm.LGBMRegressor property)
feature_name() (lightgbm.Booster method)
feature_name_() (lightgbm.DaskLGBMClassifier property)
(lightgbm.DaskLGBMRanker property)
(lightgbm.DaskLGBMRegressor property)
(lightgbm.LGBMClassifier property)
(lightgbm.LGBMModel property)
(lightgbm.LGBMRanker property)
(lightgbm.LGBMRegressor property)
fit() (lightgbm.DaskLGBMClassifier method)
(lightgbm.DaskLGBMRanker method)
(lightgbm.DaskLGBMRegressor method)
(lightgbm.LGBMClassifier method)
(lightgbm.LGBMModel method)
(lightgbm.LGBMRanker method)
(lightgbm.LGBMRegressor method)
free_dataset() (lightgbm.Booster method)
free_network() (lightgbm.Booster method)
G
get_data() (lightgbm.Dataset method)
get_feature_name() (lightgbm.Dataset method)
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.DaskLGBMClassifier method)
(lightgbm.DaskLGBMRanker method)
(lightgbm.DaskLGBMRegressor method)
(lightgbm.Dataset method)
(lightgbm.LGBMClassifier method)
(lightgbm.LGBMModel method)
(lightgbm.LGBMRanker method)
(lightgbm.LGBMRegressor method)
get_ref_chain() (lightgbm.Dataset method)
get_split_value_histogram() (lightgbm.Booster method)
get_weight() (lightgbm.Dataset method)
L
LastErrorMsg (C function)
LGBM_BoosterAddValidData (C function)
LGBM_BoosterCalcNumPredict (C function)
LGBM_BoosterCreate (C function)
LGBM_BoosterCreateFromModelfile (C function)
LGBM_BoosterDumpModel (C function)
LGBM_BoosterFeatureImportance (C function)
LGBM_BoosterFree (C function)
LGBM_BoosterFreePredictSparse (C function)
LGBM_BoosterGetCurrentIteration (C function)
LGBM_BoosterGetEval (C function)
LGBM_BoosterGetEvalCounts (C function)
LGBM_BoosterGetEvalNames (C function)
LGBM_BoosterGetFeatureNames (C function)
LGBM_BoosterGetLeafValue (C function)
LGBM_BoosterGetLinear (C function)
LGBM_BoosterGetLowerBoundValue (C function)
LGBM_BoosterGetNumClasses (C function)
LGBM_BoosterGetNumFeature (C function)
LGBM_BoosterGetNumPredict (C function)
LGBM_BoosterGetPredict (C function)
LGBM_BoosterGetUpperBoundValue (C function)
LGBM_BoosterLoadModelFromString (C function)
LGBM_BoosterMerge (C function)
LGBM_BoosterNumberOfTotalModel (C function)
LGBM_BoosterNumModelPerIteration (C function)
LGBM_BoosterPredictForCSC (C function)
LGBM_BoosterPredictForCSR (C function)
LGBM_BoosterPredictForCSRSingleRow (C function)
LGBM_BoosterPredictForCSRSingleRowFast (C function)
LGBM_BoosterPredictForCSRSingleRowFastInit (C function)
LGBM_BoosterPredictForFile (C function)
LGBM_BoosterPredictForMat (C function)
LGBM_BoosterPredictForMats (C function)
LGBM_BoosterPredictForMatSingleRow (C function)
LGBM_BoosterPredictForMatSingleRowFast (C function)
LGBM_BoosterPredictForMatSingleRowFastInit (C function)
LGBM_BoosterPredictSparseOutput (C function)
LGBM_BoosterRefit (C function)
LGBM_BoosterResetParameter (C function)
LGBM_BoosterResetTrainingData (C function)
LGBM_BoosterRollbackOneIter (C function)
LGBM_BoosterSaveModel (C function)
LGBM_BoosterSaveModelToString (C function)
LGBM_BoosterSetLeafValue (C function)
LGBM_BoosterShuffleModels (C function)
LGBM_BoosterUpdateOneIter (C function)
LGBM_BoosterUpdateOneIterCustom (C function)
LGBM_DatasetAddFeaturesFrom (C function)
LGBM_DatasetCreateByReference (C function)
LGBM_DatasetCreateFromCSC (C function)
LGBM_DatasetCreateFromCSR (C function)
LGBM_DatasetCreateFromCSRFunc (C function)
LGBM_DatasetCreateFromFile (C function)
LGBM_DatasetCreateFromMat (C function)
LGBM_DatasetCreateFromMats (C function)
LGBM_DatasetCreateFromSampledColumn (C function)
LGBM_DatasetDumpText (C function)
LGBM_DatasetFree (C function)
LGBM_DatasetGetFeatureNames (C function)
LGBM_DatasetGetField (C function)
LGBM_DatasetGetNumData (C function)
LGBM_DatasetGetNumFeature (C function)
LGBM_DatasetGetSubset (C function)
LGBM_DatasetPushRows (C function)
LGBM_DatasetPushRowsByCSR (C function)
LGBM_DatasetSaveBinary (C function)
LGBM_DatasetSetFeatureNames (C function)
LGBM_DatasetSetField (C function)
LGBM_DatasetUpdateParamChecking (C function)
LGBM_FastConfigFree (C function)
LGBM_GetLastError (C function)
LGBM_NetworkFree (C function)
LGBM_NetworkInit (C function)
LGBM_NetworkInitWithFunctions (C function)
LGBM_RegisterLogCallback (C function)
LGBM_SetLastError (C function)
LGBMClassifier (class in lightgbm)
LGBMModel (class in lightgbm)
LGBMRanker (class in lightgbm)
LGBMRegressor (class in lightgbm)
lower_bound() (lightgbm.Booster method)
M
model_from_string() (lightgbm.Booster method)
model_to_string() (lightgbm.Booster method)
N
n_classes_() (lightgbm.DaskLGBMClassifier property)
(lightgbm.LGBMClassifier property)
n_features_() (lightgbm.DaskLGBMClassifier property)
(lightgbm.DaskLGBMRanker property)
(lightgbm.DaskLGBMRegressor property)
(lightgbm.LGBMClassifier property)
(lightgbm.LGBMModel property)
(lightgbm.LGBMRanker property)
(lightgbm.LGBMRegressor property)
n_features_in_() (lightgbm.DaskLGBMClassifier property)
(lightgbm.DaskLGBMRanker property)
(lightgbm.DaskLGBMRegressor property)
(lightgbm.LGBMClassifier property)
(lightgbm.LGBMModel property)
(lightgbm.LGBMRanker property)
(lightgbm.LGBMRegressor property)
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.DaskLGBMClassifier property)
(lightgbm.DaskLGBMRanker property)
(lightgbm.DaskLGBMRegressor property)
(lightgbm.LGBMClassifier property)
(lightgbm.LGBMModel property)
(lightgbm.LGBMRanker property)
(lightgbm.LGBMRegressor property)
P
plot_importance() (in module lightgbm)
plot_metric() (in module lightgbm)
plot_split_value_histogram() (in module lightgbm)
plot_tree() (in module lightgbm)
predict() (lightgbm.Booster method)
(lightgbm.DaskLGBMClassifier method)
(lightgbm.DaskLGBMRanker method)
(lightgbm.DaskLGBMRegressor method)
(lightgbm.LGBMClassifier method)
(lightgbm.LGBMModel method)
(lightgbm.LGBMRanker method)
(lightgbm.LGBMRegressor method)
predict_proba() (lightgbm.DaskLGBMClassifier method)
(lightgbm.LGBMClassifier method)
print_evaluation() (in module lightgbm)
R
record_evaluation() (in module lightgbm)
refit() (lightgbm.Booster method)
register_logger() (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_network() (lightgbm.Booster method)
set_params() (lightgbm.DaskLGBMClassifier method)
(lightgbm.DaskLGBMRanker method)
(lightgbm.DaskLGBMRegressor method)
(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
THREAD_LOCAL (C macro)
to_local() (lightgbm.DaskLGBMClassifier method)
(lightgbm.DaskLGBMRanker method)
(lightgbm.DaskLGBMRegressor method)
train() (in module lightgbm)
trees_to_dataframe() (lightgbm.Booster method)
U
update() (lightgbm.Booster method)
upper_bound() (lightgbm.Booster method)
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