pygbm
stable
Estimator API
Gradient Boosting Estimators
Private API
Losses
Binning
Grower
Splitting
pygbm
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B
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C
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D
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F
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G
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H
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I
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L
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M
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P
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R
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T
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U
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V
A
apply_split_time (pygbm.grower.TreeNode attribute)
B
BinaryCrossEntropy (class in pygbm.loss)
BinMapper (class in pygbm.binning)
C
can_split_further() (pygbm.grower.TreeGrower method)
CategoricalCrossEntropy (class in pygbm.loss)
construction_speed (pygbm.grower.TreeNode attribute)
D
depth (pygbm.grower.TreeNode attribute)
F
find_node_split (in module pygbm.splitting)
find_node_split_subtraction (in module pygbm.splitting)
find_split_time (pygbm.grower.TreeNode attribute)
fit() (pygbm.binning.BinMapper method)
(pygbm.gradient_boosting.GradientBoostingClassifier method)
(pygbm.gradient_boosting.GradientBoostingRegressor method)
G
get_baseline_prediction() (pygbm.loss.BinaryCrossEntropy method)
(pygbm.loss.CategoricalCrossEntropy method)
(pygbm.loss.LeastSquares method)
get_params() (pygbm.gradient_boosting.GradientBoostingClassifier method)
(pygbm.gradient_boosting.GradientBoostingRegressor method)
GradientBoostingClassifier (class in pygbm.gradient_boosting)
GradientBoostingRegressor (class in pygbm.gradient_boosting)
grow() (pygbm.grower.TreeGrower method)
H
hist_subtraction (pygbm.grower.TreeNode attribute)
I
init_gradients_and_hessians() (pygbm.loss.BinaryCrossEntropy method)
(pygbm.loss.CategoricalCrossEntropy method)
(pygbm.loss.LeastSquares method)
inverse_link_function (pygbm.loss.BinaryCrossEntropy attribute)
L
LeastSquares (class in pygbm.loss)
left_child (pygbm.grower.TreeNode attribute)
M
make_predictor() (pygbm.grower.TreeGrower method)
P
parent (pygbm.grower.TreeNode attribute)
predict() (pygbm.gradient_boosting.GradientBoostingClassifier method)
(pygbm.gradient_boosting.GradientBoostingRegressor method)
predict_proba() (pygbm.gradient_boosting.GradientBoostingClassifier method)
pygbm.binning (module)
pygbm.gradient_boosting (module)
pygbm.grower (module)
pygbm.loss (module)
pygbm.splitting (module)
R
right_child (pygbm.grower.TreeNode attribute)
S
samples_indices (pygbm.grower.TreeNode attribute)
score() (pygbm.gradient_boosting.GradientBoostingClassifier method)
(pygbm.gradient_boosting.GradientBoostingRegressor method)
set_params() (pygbm.gradient_boosting.GradientBoostingClassifier method)
(pygbm.gradient_boosting.GradientBoostingRegressor method)
split_indices (in module pygbm.splitting)
split_info (pygbm.grower.TreeNode attribute)
split_next() (pygbm.grower.TreeGrower method)
sum_gradients (pygbm.grower.TreeNode attribute)
sum_hessians (pygbm.grower.TreeNode attribute)
T
transform() (pygbm.binning.BinMapper method)
TreeGrower (class in pygbm.grower)
TreeNode (class in pygbm.grower)
U
update_gradients_and_hessians() (pygbm.loss.BinaryCrossEntropy method)
(pygbm.loss.CategoricalCrossEntropy method)
(pygbm.loss.LeastSquares method)
V
value (pygbm.grower.TreeNode attribute)
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