Index

_

_get_output_idx() (in module treehfd.XGBTreeHFD)

_tree_predict() (in module treehfd.XGBTreeHFD)

B

base_score (treehfd.XGBTreeHFD attribute)

build_constr_mat() (in module treehfd.optimization_matrix)

C

cartesian_partition (treehfd.tree.TreeHFD attribute) CartesianTreePartition() (in module treehfd.cartesian_partition) cell_list (in module treehfd.cartesian_partition) check_data() (in module treehfd.validation) check_depth_variable() (in module treehfd.validation) check_interaction_list() (in module treehfd.validation) check_interaction_order() (in module treehfd.validation)

check_xgb_model_learner() (in module treehfd.validation) check_xgb_model_type() (in module treehfd.validation) check_xgb_params() (in module treehfd.validation) compute_cartesian_partition() (in module treehfd.cartesian_partition.CartesianTreePartition) compute_partition_main() (in module treehfd.cartesian_partition.CartesianTreePartition) compute_partition_order2() (in module treehfd.cartesian_partition.CartesianTreePartition) config (treehfd.XGBTreeHFD attribute) counts_list (in module treehfd.cartesian_partition)

D

depth_variable (treehfd.XGBTreeHFD attribute)

E

eta0 (treehfd.tree.TreeHFD attribute) (treehfd.XGBTreeHFD attribute) eta_main() (in module treehfd.validation) eta_order2() (in module treehfd.validation)

extract_child_ids() (in module treehfd.tree_structure) extract_interactions() (in module treehfd.tree_structure) extract_tree_structure() (in module treehfd.tree_structure) extract_variable_paths() (in module treehfd.tree_structure) extract_variables() (in module treehfd.tree_structure)

F

fit() (in module treehfd.tree.TreeHFD) (in module treehfd.XGBTreeHFD)

G

get_params() (in module treehfd.tree_structure)

H

hfd_coeffs (treehfd.tree.TreeHFD attribute)

I

interaction_list (treehfd.tree.TreeHFD attribute) (treehfd.XGBTreeHFD attribute)

interaction_order (treehfd.tree.TreeHFD attribute) (treehfd.XGBTreeHFD attribute)

M

main_variables (in module treehfd.cartesian_partition)

max_depth (treehfd.XGBTreeHFD attribute)

N

n_estimators (treehfd.XGBTreeHFD attribute) num_feature (treehfd.XGBTreeHFD attribute)

num_outputs (treehfd.XGBTreeHFD attribute) num_parallel_tree (treehfd.XGBTreeHFD attribute)

P

partition_index (in module treehfd.cartesian_partition) predict() (in module treehfd.tree.TreeHFD) (in module treehfd.XGBTreeHFD)

predict_partition() (in module treehfd.cartesian_partition.CartesianTreePartition)

S

sample_data() (in module treehfd.validation)

split_list (in module treehfd.cartesian_partition)

T

transform_variables() (in module treehfd.tree_structure) tree_structure (treehfd.tree.TreeHFD attribute)

TreeHFD (class in treehfd.tree) treehfd_list (treehfd.XGBTreeHFD attribute)

X

xgb_model (treehfd.XGBTreeHFD attribute)

xgb_table (treehfd.XGBTreeHFD attribute) XGBTreeHFD (class in treehfd)