v3.3.3
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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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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I
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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)
(lightgbm.Sequence method)
A
add_features_from() (lightgbm.Dataset method)
add_valid() (lightgbm.Booster method)
attr() (lightgbm.Booster method)
B
batch_size (lightgbm.Sequence attribute)
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)
I
INLINE_FUNCTION (C macro)
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_GetSampleCount (C function)
LGBM_NetworkFree (C function)
LGBM_NetworkInit (C function)
LGBM_NetworkInitWithFunctions (C function)
LGBM_RegisterLogCallback (C function)
LGBM_SampleIndices (C function)
LGBM_SetLastError (C function)
LGBMClassifier (class in lightgbm)
LGBMModel (class in lightgbm)
LGBMRanker (class in lightgbm)
LGBMRegressor (class in lightgbm)
log_evaluation() (in module 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)
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)
score() (lightgbm.DaskLGBMClassifier method)
(lightgbm.DaskLGBMRegressor method)
(lightgbm.LGBMClassifier method)
(lightgbm.LGBMRegressor method)
Sequence (class in lightgbm)
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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v: v3.3.3
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