tabular_trees
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tabular_trees
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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H
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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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V
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W
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X
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Y
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__init__() (tabular_trees.BoosterHeader method)
(tabular_trees.BoosterString method)
(tabular_trees.BoosterTree method)
(tabular_trees.EditableBooster method)
(tabular_trees.LightGBMTabularTrees method)
(tabular_trees.MonotonicConstraintResults method)
(tabular_trees.ParsedXGBoostTabularTrees method)
(tabular_trees.PredictionDecomposition method)
(tabular_trees.ScikitLearnHistTabularTrees method)
(tabular_trees.ScikitLearnTabularTrees method)
(tabular_trees.ShapleyValues method)
(tabular_trees.TabularTrees method)
(tabular_trees.XGBoostParser method)
(tabular_trees.XGBoostTabularTrees method)
A
all_constraints_met (tabular_trees.MonotonicConstraintResults attribute)
B
BoosterHeader (class in tabular_trees)
BoosterString (class in tabular_trees)
BoosterTree (class in tabular_trees)
bottom_rows (tabular_trees.EditableBooster attribute)
C
calculate_shapley_values() (in module tabular_trees)
children_left (tabular_trees.ScikitLearnTabularTrees attribute)
children_right (tabular_trees.ScikitLearnTabularTrees attribute)
constraints (tabular_trees.MonotonicConstraintResults attribute)
count (tabular_trees.LightGBMTabularTrees attribute)
(tabular_trees.ScikitLearnHistTabularTrees attribute)
cover (tabular_trees.ParsedXGBoostTabularTrees attribute)
Cover (tabular_trees.XGBoostTabularTrees attribute)
D
data (tabular_trees.LightGBMTabularTrees attribute)
(tabular_trees.ParsedXGBoostTabularTrees attribute)
(tabular_trees.ScikitLearnHistTabularTrees attribute)
(tabular_trees.ScikitLearnTabularTrees attribute)
(tabular_trees.XGBoostTabularTrees attribute)
decision_type (tabular_trees.BoosterTree attribute)
(tabular_trees.LightGBMTabularTrees attribute)
decompose_prediction() (in module tabular_trees)
depth (tabular_trees.ParsedXGBoostTabularTrees attribute)
(tabular_trees.ScikitLearnHistTabularTrees attribute)
derive_predictions() (tabular_trees.XGBoostTabularTrees static method)
E
EditableBooster (class in tabular_trees)
export_tree_data() (in module tabular_trees)
extract_bottom_rows() (tabular_trees.BoosterString method)
extract_header_rows() (tabular_trees.BoosterString method)
extract_tree_rows() (tabular_trees.BoosterString method)
F
feature (tabular_trees.ScikitLearnTabularTrees attribute)
Feature (tabular_trees.XGBoostTabularTrees attribute)
feature_idx (tabular_trees.ScikitLearnHistTabularTrees attribute)
feature_infos (tabular_trees.BoosterHeader attribute)
feature_names (tabular_trees.BoosterHeader attribute)
from_booster() (tabular_trees.BoosterString class method)
(tabular_trees.EditableBooster class method)
(tabular_trees.LightGBMTabularTrees class method)
(tabular_trees.ParsedXGBoostTabularTrees class method)
(tabular_trees.XGBoostTabularTrees class method)
from_gradient_booster() (tabular_trees.ScikitLearnTabularTrees class method)
from_hist_gradient_booster() (tabular_trees.ScikitLearnHistTabularTrees class method)
G
G (tabular_trees.XGBoostTabularTrees attribute)
gain (tabular_trees.ParsedXGBoostTabularTrees attribute)
(tabular_trees.ScikitLearnHistTabularTrees attribute)
Gain (tabular_trees.XGBoostTabularTrees attribute)
get_booster_sting() (tabular_trees.BoosterTree method)
get_booster_string_rows() (tabular_trees.BoosterHeader method)
(tabular_trees.BoosterTree method)
get_root_node_given_tree (tabular_trees.TabularTrees attribute)
H
H (tabular_trees.XGBoostTabularTrees attribute)
header (tabular_trees.EditableBooster attribute)
I
ID (tabular_trees.XGBoostTabularTrees attribute)
impurity (tabular_trees.ScikitLearnTabularTrees attribute)
internal_count (tabular_trees.BoosterTree attribute)
internal_value (tabular_trees.BoosterTree attribute)
internal_weight (tabular_trees.BoosterTree attribute)
is_leaf (tabular_trees.ScikitLearnHistTabularTrees attribute)
L
leaf (tabular_trees.ParsedXGBoostTabularTrees attribute)
leaf_count (tabular_trees.BoosterTree attribute)
leaf_value (tabular_trees.BoosterTree attribute)
leaf_weight (tabular_trees.BoosterTree attribute)
left (tabular_trees.ScikitLearnHistTabularTrees attribute)
left_child (tabular_trees.BoosterTree attribute)
(tabular_trees.LightGBMTabularTrees attribute)
LightGBMTabularTrees (class in tabular_trees)
M
max_feature_idx (tabular_trees.BoosterHeader attribute)
missing (tabular_trees.ParsedXGBoostTabularTrees attribute)
Missing (tabular_trees.XGBoostTabularTrees attribute)
missing_direction (tabular_trees.LightGBMTabularTrees attribute)
missing_go_to_left (tabular_trees.ScikitLearnHistTabularTrees attribute)
missing_type (tabular_trees.LightGBMTabularTrees attribute)
MonotonicConstraintResults (class in tabular_trees)
N
n_node_samples (tabular_trees.ScikitLearnTabularTrees attribute)
no (tabular_trees.ParsedXGBoostTabularTrees attribute)
No (tabular_trees.XGBoostTabularTrees attribute)
node (tabular_trees.ScikitLearnHistTabularTrees attribute)
(tabular_trees.ScikitLearnTabularTrees attribute)
Node (tabular_trees.XGBoostTabularTrees attribute)
node_depth (tabular_trees.LightGBMTabularTrees attribute)
node_index (tabular_trees.LightGBMTabularTrees attribute)
nodeid (tabular_trees.ParsedXGBoostTabularTrees attribute)
nodes (tabular_trees.PredictionDecomposition attribute)
num_class (tabular_trees.BoosterHeader attribute)
num_leaves (tabular_trees.BoosterTree attribute)
num_threshold (tabular_trees.ScikitLearnHistTabularTrees attribute)
O
objective (tabular_trees.BoosterHeader attribute)
P
parent_index (tabular_trees.LightGBMTabularTrees attribute)
parse_model() (tabular_trees.XGBoostParser method)
ParsedXGBoostTabularTrees (class in tabular_trees)
permutations (tabular_trees.ShapleyValues attribute)
PredictionDecomposition (class in tabular_trees)
R
REQUIRED_COLUMNS (tabular_trees.TabularTrees attribute)
results (tabular_trees.MonotonicConstraintResults attribute)
right (tabular_trees.ScikitLearnHistTabularTrees attribute)
right_child (tabular_trees.BoosterTree attribute)
(tabular_trees.LightGBMTabularTrees attribute)
S
ScikitLearnHistTabularTrees (class in tabular_trees)
ScikitLearnTabularTrees (class in tabular_trees)
ShapleyValues (class in tabular_trees)
SORT_BY_COLUMNS (tabular_trees.TabularTrees attribute)
split (tabular_trees.ParsedXGBoostTabularTrees attribute)
Split (tabular_trees.XGBoostTabularTrees attribute)
split_condition (tabular_trees.ParsedXGBoostTabularTrees attribute)
split_feature (tabular_trees.BoosterTree attribute)
(tabular_trees.LightGBMTabularTrees attribute)
split_gain (tabular_trees.BoosterTree attribute)
(tabular_trees.LightGBMTabularTrees attribute)
summary (tabular_trees.MonotonicConstraintResults attribute)
(tabular_trees.PredictionDecomposition attribute)
(tabular_trees.ShapleyValues attribute)
T
TabularTrees (class in tabular_trees)
threshold (tabular_trees.BoosterTree attribute)
(tabular_trees.LightGBMTabularTrees attribute)
(tabular_trees.ScikitLearnTabularTrees attribute)
to_booster() (tabular_trees.BoosterString method)
(tabular_trees.EditableBooster method)
to_booster_string() (tabular_trees.EditableBooster method)
to_dataframe() (tabular_trees.LightGBMTabularTrees method)
(tabular_trees.ParsedXGBoostTabularTrees method)
(tabular_trees.ScikitLearnHistTabularTrees method)
(tabular_trees.ScikitLearnTabularTrees method)
(tabular_trees.XGBoostTabularTrees method)
to_string() (tabular_trees.BoosterHeader method)
to_tabular_trees() (tabular_trees.LightGBMTabularTrees method)
(tabular_trees.XGBoostTabularTrees method)
to_xgboost_tabular_trees() (tabular_trees.ParsedXGBoostTabularTrees method)
tree (tabular_trees.BoosterTree attribute)
(tabular_trees.ParsedXGBoostTabularTrees attribute)
(tabular_trees.ScikitLearnHistTabularTrees attribute)
(tabular_trees.ScikitLearnTabularTrees attribute)
Tree (tabular_trees.XGBoostTabularTrees attribute)
tree_index (tabular_trees.LightGBMTabularTrees attribute)
tree_sizes (tabular_trees.BoosterHeader attribute)
trees (tabular_trees.EditableBooster attribute)
(tabular_trees.TabularTrees attribute)
V
validate_monotonic_constraints() (in module tabular_trees)
value (tabular_trees.LightGBMTabularTrees attribute)
(tabular_trees.ScikitLearnHistTabularTrees attribute)
(tabular_trees.ScikitLearnTabularTrees attribute)
version (tabular_trees.BoosterHeader attribute)
W
weight (tabular_trees.LightGBMTabularTrees attribute)
(tabular_trees.XGBoostTabularTrees attribute)
weighted_n_node_samples (tabular_trees.ScikitLearnTabularTrees attribute)
X
XGBoostParser (class in tabular_trees)
XGBoostTabularTrees (class in tabular_trees)
Y
yes (tabular_trees.ParsedXGBoostTabularTrees attribute)
Yes (tabular_trees.XGBoostTabularTrees attribute)