Index

A

alternative_consolidation() (in module SHARC.consolidation) AlternativeMeanAbsoluteError (class in SHARC.loss_functions) AlternativeMeanSquaredError (class in SHARC.loss_functions)

AlternativeMedianAbsoluteError (class in SHARC.loss_functions) AlternativeMedianSquaredError (class in SHARC.loss_functions) average_probability_consolidation() (in module SHARC.consolidation)

C

call() (SHARC.loss_functions.AlternativeMeanAbsoluteError method) (SHARC.loss_functions.AlternativeMeanSquaredError method) (SHARC.loss_functions.AlternativeMedianAbsoluteError method) (SHARC.loss_functions.AlternativeMedianSquaredError method) (SHARC.loss_functions.MedianAbsoluteError method) (SHARC.loss_functions.MedianSquaredError method) (SHARC.nn_models.DenseBlock method) (SHARC.nn_models.NNPModelBackboneV1 method) (SHARC.nn_models.NNPModelBackboneV2 method)

construct_NNPModel() (in module SHARC.nn_models) CustomConfusionMatrixDisplay (class in SHARC.plot_funcs)

D

DenseBlock (class in SHARC.nn_models)

DR_MetricsV1 (class in SHARC.metrics) DR_MetricsV2 (class in SHARC.metrics)

F

fit() (SHARC.classifiers.SDRNNPClassifier method) (SHARC.metrics.Metrics method)

G

get_summary() (SHARC.metrics.Metrics method)

I

insertColors() (in module SHARC.utils)

L

LGC_Metrics (class in SHARC.metrics)

lowest_entropy_consolidation() (in module SHARC.consolidation)

M

majority_vote_consolidation() (in module SHARC.consolidation) MedianAbsoluteError (class in SHARC.loss_functions) MedianSquaredError (class in SHARC.loss_functions) metric_continuity() (SHARC.metrics.Metrics method) metric_distance_consistency() (SHARC.metrics.Metrics method) metric_distribution_consistency() (SHARC.metrics.Metrics method) metric_jaccard_similarity_coefficient() (SHARC.metrics.Metrics method) metric_neighborhood_hit() (SHARC.metrics.Metrics method) metric_normalized_stress() (SHARC.metrics.Metrics method) metric_shepard_goodness() (SHARC.metrics.Metrics method) metric_total() (SHARC.metrics.DR_MetricsV1 method) (SHARC.metrics.DR_MetricsV2 method) (SHARC.metrics.LGC_Metrics method)

metric_trustworthiness() (SHARC.metrics.Metrics method) Metrics (class in SHARC.metrics) module SHARC.classifiers SHARC.consolidation SHARC.loss_functions SHARC.metrics SHARC.nn_models SHARC.nn_training_utils SHARC.optimization_routines SHARC.plot_funcs SHARC.utils multiplied_probability_consolidation() (in module SHARC.consolidation)

N

NNPModelBackboneV1 (class in SHARC.nn_models)

NNPModelBackboneV2 (class in SHARC.nn_models)

O

optimize_DR() (in module SHARC.optimization_routines)

optimize_LGC() (in module SHARC.optimization_routines)

P

plot_classifier_decision_boundaries() (SHARC.classifiers.SDRNNPClassifier method) plot_projection() (SHARC.classifiers.SDRNNPClassifier method)

predict() (SHARC.classifiers.SDRNNPClassifier method) predict_proba() (SHARC.classifiers.SDRNNPClassifier method) print_summary() (SHARC.metrics.Metrics method)

S

save_results() (in module SHARC.optimization_routines) SDRNNPClassifier (class in SHARC.classifiers) SHARC.classifiers module SHARC.consolidation module SHARC.loss_functions module SHARC.metrics module

SHARC.nn_models module SHARC.nn_training_utils module SHARC.optimization_routines module SHARC.plot_funcs module SHARC.utils module shepard_diagram() (SHARC.metrics.Metrics method)

T

train_nnp() (in module SHARC.nn_training_utils)

W

writeDataset() (in module SHARC.utils)