Index

B

binning (presc.evaluations.conditional_distribution.ConditionalDistributionResult attribute) bins (presc.evaluations.conditional_distribution.ConditionalDistributionResult attribute) (presc.evaluations.conditional_metric.ConditionalMetricResult attribute)

build_equal_category_dict() (in module presc.copies.sampling)

C

categorical (presc.evaluations.conditional_distribution.ConditionalDistributionResult attribute) (presc.evaluations.conditional_metric.ConditionalMetricResult attribute) categorical_sampling() (in module presc.copies.sampling) ClassificationModel (class in presc.model) classifier (presc.model.ClassificationModel property) ClassifierCopy (class in presc.copies.copying) clean() (presc.report.runner.ReportRunner method) column_names (presc.dataset.Dataset property) common_bins (presc.evaluations.conditional_distribution.ConditionalDistributionResult attribute) compute() (presc.evaluations.spatial_distribution.SpatialDistribution method) (presc.evaluations.train_test_splits.TrainTestSplits method) compute_conditional_distribution() (in module presc.evaluations.conditional_distribution) compute_conditional_metric() (in module presc.evaluations.conditional_metric) compute_fidelity_error() (presc.copies.copying.ClassifierCopy method) compute_for_column() (presc.evaluations.conditional_distribution.ConditionalDistribution method) (presc.evaluations.conditional_metric.ConditionalMetric method)

compute_spatial_distribution() (in module presc.evaluations.spatial_distribution) compute_train_test_splits() (in module presc.evaluations.train_test_splits) ConditionalDistribution (class in presc.evaluations.conditional_distribution) ConditionalDistributionResult (class in presc.evaluations.conditional_distribution) ConditionalMetric (class in presc.evaluations.conditional_metric) ConditionalMetricResult (class in presc.evaluations.conditional_metric) config (presc.evaluations.conditional_distribution.ConditionalDistribution attribute) (presc.evaluations.conditional_metric.ConditionalMetric attribute) (presc.evaluations.spatial_distribution.SpatialDistribution attribute) (presc.evaluations.train_test_splits.TrainTestSplits attribute) (presc.report.runner.Context property) config_filepath (presc.report.runner.ReportRunner attribute) Context (class in presc.report.runner) copy (presc.copies.copying.ClassifierCopy attribute) copy_classifier() (presc.copies.copying.ClassifierCopy method)

D

Dataset (class in presc.dataset) df (presc.dataset.Dataset attribute) (presc.dataset.Dataset property) display() (presc.evaluations.conditional_distribution.ConditionalDistribution method) (presc.evaluations.conditional_metric.ConditionalMetric method) (presc.evaluations.spatial_distribution.SpatialDistribution method) (presc.evaluations.train_test_splits.TrainTestSplits method)

display_result() (presc.evaluations.conditional_distribution.ConditionalDistributionResult method) (presc.evaluations.conditional_metric.ConditionalMetricResult method) (presc.evaluations.spatial_distribution.SpatialDistributionResult method) (presc.evaluations.train_test_splits.TrainTestSplitsResult method) dist_metrics_categ (presc.evaluations.spatial_distribution.SpatialDistributionResult attribute) dist_metrics_num (presc.evaluations.spatial_distribution.SpatialDistributionResult attribute) dump() (presc.configuration.PrescConfig method) dynamical_range() (in module presc.copies.sampling)

E

empirical_fidelity_error() (in module presc.copies.evaluations) enforce_balance (presc.copies.copying.ClassifierCopy attribute)

evaluation_summary() (presc.copies.copying.ClassifierCopy method) execution_path (presc.report.runner.ReportRunner attribute)

F

feature_cols (presc.dataset.Dataset attribute) feature_names (presc.dataset.Dataset property) features (presc.dataset.Dataset property)

find_categories() (in module presc.copies.sampling) flatten() (presc.configuration.PrescConfig method) from_config (presc.configuration.PrescConfig attribute)

G

generate_synthetic_data() (presc.copies.copying.ClassifierCopy method) get() (presc.configuration.PrescConfig method)

get_bins() (in module presc.evaluations.utils) grid_sampling() (in module presc.copies.sampling)

I

image_random_sampling() (in module presc.copies.sampling) image_vae_sampling() (in module presc.copies.sampling)

include_exclude_list() (in module presc.utils) is_discrete() (in module presc.evaluations.utils)

K

keep_top_classes() (in module presc.copies.evaluations)

L

label_col (presc.copies.copying.ClassifierCopy attribute) (presc.dataset.Dataset attribute)

labeling() (in module presc.copies.sampling) labels (presc.dataset.Dataset property) LocalConfig (class in presc.configuration)

M

metric (presc.evaluations.train_test_splits.TrainTestSplitsResult attribute) mixed_data_features() (in module presc.copies.sampling) mixed_data_sampling() (in module presc.copies.sampling) model (presc.evaluations.conditional_distribution.ConditionalDistribution attribute) (presc.evaluations.conditional_metric.ConditionalMetric attribute) (presc.evaluations.spatial_distribution.SpatialDistribution attribute) (presc.evaluations.train_test_splits.TrainTestSplits attribute) (presc.report.runner.Context property) module presc.configuration presc.copies.copying presc.copies.evaluations presc.copies.examples presc.copies.sampling presc.dataset presc.evaluations.conditional_distribution presc.evaluations.conditional_metric presc.evaluations.spatial_distribution presc.evaluations.train_test_splits presc.evaluations.utils presc.model presc.report.runner presc.utils

multiclass_gaussians() (in module presc.copies.examples) multivariable_density_comparison() (in module presc.copies.evaluations)

N

normal_sampling() (in module presc.copies.sampling) num_bins (presc.evaluations.conditional_metric.ConditionalMetricResult attribute)

num_replicates (presc.evaluations.train_test_splits.TrainTestSplitsResult attribute) numerical_sampling (presc.copies.copying.ClassifierCopy attribute)

O

open() (presc.report.runner.ReportRunner method) original (presc.copies.copying.ClassifierCopy attribute)

other_cols (presc.dataset.Dataset property) output_path (presc.report.runner.ReportRunner attribute)

P

post_sampling_labeling (presc.copies.copying.ClassifierCopy attribute) predict_labels() (presc.model.ClassificationModel method) predict_probs() (presc.model.ClassificationModel method) presc.configuration module presc.copies.copying module presc.copies.evaluations module presc.copies.examples module presc.copies.sampling module presc.dataset module presc.evaluations.conditional_distribution module

presc.evaluations.conditional_metric module presc.evaluations.spatial_distribution module presc.evaluations.train_test_splits module presc.evaluations.utils module presc.model module presc.report.runner module presc.utils module PrescConfig (class in presc.configuration) PrescError

Q

quantile (presc.evaluations.conditional_metric.ConditionalMetricResult attribute)

R

random_state (presc.evaluations.train_test_splits.TrainTestSplitsResult attribute) reduce_feature_space() (in module presc.copies.sampling) replacement_capability() (in module presc.copies.evaluations) (presc.copies.copying.ClassifierCopy method)

report_html (presc.report.runner.ReportRunner property) ReportRunner (class in presc.report.runner) reset_defaults() (presc.configuration.PrescConfig method) resolve() (presc.configuration.LocalConfig method) run() (presc.report.runner.ReportRunner method)

S

sampling_balancer() (in module presc.copies.sampling) set() (presc.configuration.LocalConfig method) (presc.configuration.PrescConfig method) settings (presc.configuration.PrescConfig property) (presc.evaluations.conditional_distribution.ConditionalDistribution attribute) (presc.evaluations.conditional_metric.ConditionalMetric attribute) (presc.evaluations.spatial_distribution.SpatialDistribution attribute) (presc.evaluations.train_test_splits.TrainTestSplits attribute) size (presc.dataset.Dataset property)

SpatialDistribution (class in presc.evaluations.spatial_distribution) SpatialDistributionResult (class in presc.evaluations.spatial_distribution) spherical_balancer_sampling() (in module presc.copies.sampling) split_size_increment (presc.evaluations.train_test_splits.TrainTestSplitsResult attribute) store_dir (presc.report.runner.Context attribute) store_inputs() (presc.report.runner.Context method) subset() (presc.dataset.Dataset method) summary (presc.evaluations.spatial_distribution.SpatialDistributionResult attribute) summary_metrics() (in module presc.copies.evaluations)

T

test_dataset (presc.evaluations.conditional_distribution.ConditionalDistribution attribute) (presc.evaluations.conditional_metric.ConditionalMetric attribute) (presc.evaluations.spatial_distribution.SpatialDistribution attribute) (presc.report.runner.Context property) train() (presc.model.ClassificationModel method)

train_dataset (presc.evaluations.spatial_distribution.SpatialDistribution attribute) (presc.evaluations.train_test_splits.TrainTestSplits attribute) (presc.report.runner.Context property) TrainTestSplits (class in presc.evaluations.train_test_splits) TrainTestSplitsResult (class in presc.evaluations.train_test_splits)

U

uniform_sampling() (in module presc.copies.sampling)

update_from_file() (presc.configuration.PrescConfig method)

V

vals (presc.evaluations.conditional_distribution.ConditionalDistributionResult attribute) (presc.evaluations.conditional_metric.ConditionalMetricResult attribute) (presc.evaluations.spatial_distribution.SpatialDistributionResult attribute) (presc.evaluations.train_test_splits.TrainTestSplitsResult attribute)