CaTabRa
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Metrics
Statistics
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Explanations
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Modules
Core
Analysis
Evaluation
Application
Calibration
Explanation
Out-of-Distribution
Utilities
Examples
Walk-Through Tutorials
Short Examples
Extending CaTabRa
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CaTabRa
Index
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Index
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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K
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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
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V
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W
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Z
A
accuracy_cm() (in module util.metrics)
add_defaults() (in module core.config)
agg() (Bootstrapping method)
aggregate_features() (EnsembleExplainer method)
,
[1]
analysis
module
analyze() (in module analysis)
application
module
apply() (in module application)
argmax_score_threshold() (in module util.metrics)
Autoencoder (class in ood.internal.autoencoder)
Autoencoder.SeparableMLP (class in ood.internal.autoencoder)
average_local_explanations() (in module explanation)
B
balance_score_threshold() (in module util.metrics)
balanced_accuracy_cm() (in module util.metrics)
behavior (EnsembleExplainer property)
,
[1]
BinsDetector (class in ood.internal.bins_detector)
bootstrapped() (in module util.metrics)
Bootstrapping (class in util.bootstrapping)
C
calc_binary_classification_metrics() (in module evaluation)
calc_descriptive_statistics() (in module util.statistics)
calc_metrics() (in module evaluation)
calc_multiclass_metrics() (in module evaluation)
calc_multilabel_metrics() (in module evaluation)
calc_non_numeric_statistics() (in module util.statistics)
calc_numeric_statistics() (in module util.statistics)
calc_regression_metrics() (in module evaluation)
calibrate() (in module calibration)
calibration
module
calibration_curve() (in module util.metrics)
Calibrator (class in calibration)
CaTabRaAnalysis (class in analysis)
CaTabRaApplication (class in application)
CaTabRaBase (class in core.base)
CaTabRaCalibration (class in calibration)
CaTabRaEvaluation (class in evaluation)
CaTabRaExplanation (class in explanation)
CaTabRaLoader (class in util.io)
CaTabRaPaths (class in core.paths)
chi_square() (in module util.statistics)
Config (CaTabRaPaths attribute)
ConsoleLogs (CaTabRaPaths attribute)
convert_object_dtypes() (in module util.table)
convert_rows_to_str() (in module util.io)
core.base
module
core.config
module
core.paths
module
create() (OODDetector class method)
create_non_numeric_statistics() (in module util.statistics)
CustomPredefinedSplit (class in util.split)
D
dataframe() (Bootstrapping method)
delong_test() (in module util.statistics)
describe() (Bootstrapping method)
dump() (in module util.io)
E
Encoder (CaTabRaPaths attribute)
(class in util.encoding)
EnsembleExplainer (class in explanation)
(class in explanation.base)
evaluate() (in module evaluation)
evaluate_split() (in module evaluation)
evaluation
module
explain() (EnsembleExplainer method)
,
[1]
(in module explanation)
explain_global() (EnsembleExplainer method)
,
[1]
explain_split() (in module explanation)
explanation
module
explanation.base
module
explanation.sklearn_explainer
module
ExplanationData (CaTabRaPaths attribute)
F
FastICAExplainer (class in explanation.sklearn_explainer)
FeatureFilter (class in util.preprocessing)
FeaturewiseOODDetector (class in ood.base)
fit() (Calibrator method)
(OneHotEncoder method)
FittedEnsemble (CaTabRaPaths attribute)
fresh_name() (in module util.common)
G
gaussian_hyperspheric_offset() (in module ood.internal.soft_brownian_offset)
get() (in module util.metrics)
get_explainer() (CaTabRaLoader method)
get_fitted_ensemble() (CaTabRaLoader method)
get_n_splits() (CustomPredefinedSplit method)
get_sample_indices() (Bootstrapping method)
get_table() (CaTabRaLoader method)
get_target_or_class_names() (Encoder method)
get_thresholding_strategy() (in module util.metrics)
get_train_data() (CaTabRaLoader method)
get_versions() (EnsembleExplainer method)
,
[1]
group_temporal() (in module util.longitudinal)
I
informedness() (in module util.metrics)
inverse_transform() (Encoder method)
Invocation (CaTabRaPaths attribute)
(class in core.base)
K
KSTest (class in ood.internal.ks_test)
L
load() (in module util.io)
LogMirror (class in util.logging)
M
make() (thresholded class method)
make_path() (in module util.io)
make_windows (class in util.longitudinal)
mann_whitney_u() (in module util.statistics)
markedness() (in module util.metrics)
maybe_thresholded() (in module util.metrics)
merge_tables() (in module util.table)
MinMaxScaler (class in util.preprocessing)
Model (CaTabRaPaths attribute)
ModelSummary (CaTabRaPaths attribute)
module
analysis
application
calibration
core.base
core.config
core.paths
evaluation
explanation
explanation.base
explanation.sklearn_explainer
ood.base
ood.internal.autoencoder
ood.internal.bins_detector
ood.internal.ks_test
ood.internal.soft_brownian_offset
ood.pyod
util.bootstrapping
util.common
util.encoding
util.io
util.logging
util.longitudinal
util.metrics
util.plotting
util.preprocessing
util.split
util.statistics
util.summary
util.table
multiclass_proba_to_pred() (in module util.metrics)
N
NumCatTransformer (class in util.preprocessing)
O
OneHotEncoder (class in util.preprocessing)
ood.base
module
ood.internal.autoencoder
module
ood.internal.bins_detector
module
ood.internal.ks_test
module
ood.internal.soft_brownian_offset
module
ood.pyod
module
OODDetector (class in ood.base)
OODModel (CaTabRaPaths attribute)
OODStats (CaTabRaPaths attribute)
OverallOODDetector (class in ood.base)
P
params_ (EnsembleExplainer property)
,
[1]
partial_fit() (MinMaxScaler method)
PCAExplainer (class in explanation.sklearn_explainer)
performance_summary() (in module evaluation)
plot_bars() (in module explanation)
plot_beeswarms() (in module explanation)
plot_binary_classification() (in module evaluation)
plot_multiclass() (in module evaluation)
plot_multilabel() (in module evaluation)
plot_regression() (in module evaluation)
plot_results() (in module evaluation)
plot_training_history() (CaTabRaAnalysis static method)
predict() (Calibrator method)
predict_proba() (Calibrator method)
(OODDetector method)
Predictions (CaTabRaPaths attribute)
prev_next_values() (in module util.longitudinal)
prevalence_score_threshold() (in module util.metrics)
progress_bar() (in module util.logging)
prompt() (in module util.logging)
pyod_detector (PyODDetector property)
PyODDetector (class in ood.pyod)
R
RBFSamplerExplainer (class in explanation.sklearn_explainer)
read_df() (in module util.io)
read_dfs() (in module util.io)
register() (EnsembleExplainer static method)
,
[1]
repr_list() (in module util.common)
repr_timedelta() (in module util.common)
resample_eav() (in module util.longitudinal)
resample_interval() (in module util.longitudinal)
roc_auc_confidence_interval() (in module util.statistics)
roc_pr_curve() (in module util.metrics)
run() (Bootstrapping method)
S
SamplewiseOODDetector (class in ood.base)
save() (in module util.plotting)
save_descriptive_statistics() (in module util.statistics)
set_index() (in module util.table)
soft_brownian_offset() (in module ood.internal.soft_brownian_offset)
SoftBrownianOffset (class in ood.internal.soft_brownian_offset)
Statistics (CaTabRaPaths attribute)
StratifiedGroupKFold (class in util.split)
StratifiedGroupShuffleSplit (class in util.split)
subsample() (Bootstrapping method)
summarize_importance() (in module util.summary)
summarize_performance() (in module util.summary)
T
TestData (CaTabRaPaths attribute)
thresholded (class in util.metrics)
to_json() (in module util.io)
to_score() (in module util.metrics)
train_test_split() (in module util.table)
TrainData (CaTabRaPaths attribute)
TrainingHistory (CaTabRaPaths attribute)
transform() (Calibrator method)
(Encoder method)
TruncatedSVDExplainer (class in explanation.sklearn_explainer)
U
util.bootstrapping
module
util.common
module
util.encoding
module
util.io
module
util.logging
module
util.longitudinal
module
util.metrics
module
util.plotting
module
util.preprocessing
module
util.split
module
util.statistics
module
util.summary
module
util.table
module
V
Versions (CaTabRaPaths attribute)
W
write_df() (in module util.io)
write_dfs() (in module util.io)
Z
zero_one_threshold() (in module util.metrics)
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