skgrf
latest
Contents:
Forest Causal Regressor
Forest Classifier
Forest Instrumental Regressor
Forest Local Linear Regressor
Forest Quantile Regressor
Forest Regressor
Boosted Forest Regressor
Forest Survival
Tree Causal Regressor
Tree Classifier
Tree Instrumental Regressor
Tree Local Linear Regressor
Tree Quantile Regressor
Tree Regressor
Tree Survival
Low-level tree interface
skgrf
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Index
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Index
A
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C
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D
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F
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G
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M
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N
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P
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S
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T
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V
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W
A
apply() (skgrf.tree._tree.Tree method)
(skgrf.tree.GRFTreeCausalRegressor method)
(skgrf.tree.GRFTreeClassifier method)
(skgrf.tree.GRFTreeInstrumentalRegressor method)
(skgrf.tree.GRFTreeLocalLinearRegressor method)
(skgrf.tree.GRFTreeQuantileRegressor method)
(skgrf.tree.GRFTreeRegressor method)
(skgrf.tree.GRFTreeSurvival method)
C
capacity() (skgrf.tree._tree.Tree property)
children_default() (skgrf.tree._tree.Tree property)
children_left() (skgrf.tree._tree.Tree property)
children_right() (skgrf.tree._tree.Tree property)
D
decision_path() (skgrf.tree._tree.Tree method)
(skgrf.tree.GRFTreeCausalRegressor method)
(skgrf.tree.GRFTreeClassifier method)
(skgrf.tree.GRFTreeInstrumentalRegressor method)
(skgrf.tree.GRFTreeLocalLinearRegressor method)
(skgrf.tree.GRFTreeQuantileRegressor method)
(skgrf.tree.GRFTreeRegressor method)
(skgrf.tree.GRFTreeSurvival method)
F
feature() (skgrf.tree._tree.Tree property)
fit() (skgrf.ensemble.GRFBoostedForestRegressor method)
(skgrf.ensemble.GRFForestCausalRegressor method)
(skgrf.ensemble.GRFForestClassifier method)
(skgrf.ensemble.GRFForestInstrumentalRegressor method)
(skgrf.ensemble.GRFForestLocalLinearRegressor method)
(skgrf.ensemble.GRFForestQuantileRegressor method)
(skgrf.ensemble.GRFForestRegressor method)
(skgrf.ensemble.GRFForestSurvival method)
(skgrf.tree.GRFTreeCausalRegressor method)
(skgrf.tree.GRFTreeClassifier method)
(skgrf.tree.GRFTreeInstrumentalRegressor method)
(skgrf.tree.GRFTreeLocalLinearRegressor method)
(skgrf.tree.GRFTreeQuantileRegressor method)
(skgrf.tree.GRFTreeRegressor method)
(skgrf.tree.GRFTreeSurvival method)
from_forest() (skgrf.tree.GRFTreeCausalRegressor class method)
(skgrf.tree.GRFTreeClassifier class method)
(skgrf.tree.GRFTreeInstrumentalRegressor class method)
(skgrf.tree.GRFTreeLocalLinearRegressor class method)
(skgrf.tree.GRFTreeQuantileRegressor class method)
(skgrf.tree.GRFTreeRegressor class method)
(skgrf.tree.GRFTreeSurvival class method)
G
get_depth() (skgrf.tree._tree.Tree method)
(skgrf.tree.GRFTreeCausalRegressor method)
(skgrf.tree.GRFTreeClassifier method)
(skgrf.tree.GRFTreeInstrumentalRegressor method)
(skgrf.tree.GRFTreeLocalLinearRegressor method)
(skgrf.tree.GRFTreeQuantileRegressor method)
(skgrf.tree.GRFTreeRegressor method)
(skgrf.tree.GRFTreeSurvival method)
get_estimator() (skgrf.ensemble.GRFForestCausalRegressor method)
(skgrf.ensemble.GRFForestClassifier method)
(skgrf.ensemble.GRFForestInstrumentalRegressor method)
(skgrf.ensemble.GRFForestLocalLinearRegressor method)
(skgrf.ensemble.GRFForestQuantileRegressor method)
(skgrf.ensemble.GRFForestRegressor method)
(skgrf.ensemble.GRFForestSurvival method)
get_feature_importances() (skgrf.ensemble.GRFForestCausalRegressor method)
(skgrf.ensemble.GRFForestClassifier method)
(skgrf.ensemble.GRFForestInstrumentalRegressor method)
(skgrf.ensemble.GRFForestLocalLinearRegressor method)
(skgrf.ensemble.GRFForestQuantileRegressor method)
(skgrf.ensemble.GRFForestRegressor method)
(skgrf.ensemble.GRFForestSurvival method)
get_kernel_weights() (skgrf.ensemble.GRFForestCausalRegressor method)
(skgrf.ensemble.GRFForestClassifier method)
(skgrf.ensemble.GRFForestInstrumentalRegressor method)
(skgrf.ensemble.GRFForestLocalLinearRegressor method)
(skgrf.ensemble.GRFForestQuantileRegressor method)
(skgrf.ensemble.GRFForestRegressor method)
(skgrf.ensemble.GRFForestSurvival method)
get_n_leaves() (skgrf.tree._tree.Tree method)
(skgrf.tree.GRFTreeCausalRegressor method)
(skgrf.tree.GRFTreeClassifier method)
(skgrf.tree.GRFTreeInstrumentalRegressor method)
(skgrf.tree.GRFTreeLocalLinearRegressor method)
(skgrf.tree.GRFTreeQuantileRegressor method)
(skgrf.tree.GRFTreeRegressor method)
(skgrf.tree.GRFTreeSurvival method)
get_params() (skgrf.ensemble.GRFBoostedForestRegressor method)
(skgrf.ensemble.GRFForestCausalRegressor method)
(skgrf.ensemble.GRFForestClassifier method)
(skgrf.ensemble.GRFForestInstrumentalRegressor method)
(skgrf.ensemble.GRFForestLocalLinearRegressor method)
(skgrf.ensemble.GRFForestQuantileRegressor method)
(skgrf.ensemble.GRFForestRegressor method)
(skgrf.ensemble.GRFForestSurvival method)
(skgrf.tree.GRFTreeCausalRegressor method)
(skgrf.tree.GRFTreeClassifier method)
(skgrf.tree.GRFTreeInstrumentalRegressor method)
(skgrf.tree.GRFTreeLocalLinearRegressor method)
(skgrf.tree.GRFTreeQuantileRegressor method)
(skgrf.tree.GRFTreeRegressor method)
(skgrf.tree.GRFTreeSurvival method)
get_split_frequencies() (skgrf.ensemble.GRFForestCausalRegressor method)
(skgrf.ensemble.GRFForestClassifier method)
(skgrf.ensemble.GRFForestInstrumentalRegressor method)
(skgrf.ensemble.GRFForestLocalLinearRegressor method)
(skgrf.ensemble.GRFForestQuantileRegressor method)
(skgrf.ensemble.GRFForestRegressor method)
(skgrf.ensemble.GRFForestSurvival method)
GRFBoostedForestRegressor (class in skgrf.ensemble)
GRFForestCausalRegressor (class in skgrf.ensemble)
GRFForestClassifier (class in skgrf.ensemble)
GRFForestInstrumentalRegressor (class in skgrf.ensemble)
GRFForestLocalLinearRegressor (class in skgrf.ensemble)
GRFForestQuantileRegressor (class in skgrf.ensemble)
GRFForestRegressor (class in skgrf.ensemble)
GRFForestSurvival (class in skgrf.ensemble)
GRFTreeCausalRegressor (class in skgrf.tree)
GRFTreeClassifier (class in skgrf.tree)
GRFTreeInstrumentalRegressor (class in skgrf.tree)
GRFTreeLocalLinearRegressor (class in skgrf.tree)
GRFTreeQuantileRegressor (class in skgrf.tree)
GRFTreeRegressor (class in skgrf.tree)
GRFTreeSurvival (class in skgrf.tree)
M
max_depth() (skgrf.tree._tree.Tree property)
N
n_classes() (skgrf.tree._tree.Tree property)
n_node_samples() (skgrf.tree._tree.Tree property)
n_outputs() (skgrf.tree._tree.Tree property)
node_count() (skgrf.tree._tree.Tree property)
P
predict() (skgrf.ensemble.GRFBoostedForestRegressor method)
(skgrf.ensemble.GRFForestCausalRegressor method)
(skgrf.ensemble.GRFForestClassifier method)
(skgrf.ensemble.GRFForestInstrumentalRegressor method)
(skgrf.ensemble.GRFForestLocalLinearRegressor method)
(skgrf.ensemble.GRFForestQuantileRegressor method)
(skgrf.ensemble.GRFForestRegressor method)
(skgrf.ensemble.GRFForestSurvival method)
(skgrf.tree.GRFTreeCausalRegressor method)
(skgrf.tree.GRFTreeClassifier method)
(skgrf.tree.GRFTreeInstrumentalRegressor method)
(skgrf.tree.GRFTreeLocalLinearRegressor method)
(skgrf.tree.GRFTreeQuantileRegressor method)
(skgrf.tree.GRFTreeRegressor method)
(skgrf.tree.GRFTreeSurvival method)
predict_cumulative_hazard_function() (skgrf.ensemble.GRFForestSurvival method)
(skgrf.tree.GRFTreeSurvival method)
predict_log_proba() (skgrf.ensemble.GRFForestClassifier method)
(skgrf.tree.GRFTreeClassifier method)
predict_proba() (skgrf.ensemble.GRFForestClassifier method)
(skgrf.tree.GRFTreeClassifier method)
predict_survival_function() (skgrf.ensemble.GRFForestSurvival method)
(skgrf.tree.GRFTreeSurvival method)
S
score() (skgrf.ensemble.GRFBoostedForestRegressor method)
(skgrf.ensemble.GRFForestCausalRegressor method)
(skgrf.ensemble.GRFForestClassifier method)
(skgrf.ensemble.GRFForestInstrumentalRegressor method)
(skgrf.ensemble.GRFForestLocalLinearRegressor method)
(skgrf.ensemble.GRFForestQuantileRegressor method)
(skgrf.ensemble.GRFForestRegressor method)
(skgrf.tree.GRFTreeCausalRegressor method)
(skgrf.tree.GRFTreeClassifier method)
(skgrf.tree.GRFTreeInstrumentalRegressor method)
(skgrf.tree.GRFTreeLocalLinearRegressor method)
(skgrf.tree.GRFTreeQuantileRegressor method)
(skgrf.tree.GRFTreeRegressor method)
set_params() (skgrf.ensemble.GRFBoostedForestRegressor method)
(skgrf.ensemble.GRFForestCausalRegressor method)
(skgrf.ensemble.GRFForestClassifier method)
(skgrf.ensemble.GRFForestInstrumentalRegressor method)
(skgrf.ensemble.GRFForestLocalLinearRegressor method)
(skgrf.ensemble.GRFForestQuantileRegressor method)
(skgrf.ensemble.GRFForestRegressor method)
(skgrf.ensemble.GRFForestSurvival method)
(skgrf.tree.GRFTreeCausalRegressor method)
(skgrf.tree.GRFTreeClassifier method)
(skgrf.tree.GRFTreeInstrumentalRegressor method)
(skgrf.tree.GRFTreeLocalLinearRegressor method)
(skgrf.tree.GRFTreeQuantileRegressor method)
(skgrf.tree.GRFTreeRegressor method)
(skgrf.tree.GRFTreeSurvival method)
T
threshold() (skgrf.tree._tree.Tree property)
Tree (class in skgrf.tree._tree)
V
value() (skgrf.tree._tree.Tree property)
W
weighted_n_node_samples() (skgrf.tree._tree.Tree property)
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