Index

A

accumulate() (congrads.metrics.Metric method) (congrads.metrics.MetricManager method) accumulator (congrads.metrics.Metric attribute)

add() (congrads.descriptor.Descriptor method) add_value() (congrads.utils.CSVLogger method) aggregate() (congrads.metrics.Metric method) (congrads.metrics.MetricManager method)

B

BiasCorrection (class in congrads.datasets)

BinaryConstraint (class in congrads.constraints)

C

calculate_direction() (congrads.constraints.BinaryConstraint method) (congrads.constraints.Constraint method) (congrads.constraints.ImplicationConstraint method) (congrads.constraints.PythagoreanIdentityConstraint method) (congrads.constraints.ScalarConstraint method) (congrads.constraints.SumConstraint method) check_constraint() (congrads.constraints.BinaryConstraint method) (congrads.constraints.Constraint method) (congrads.constraints.ImplicationConstraint method) (congrads.constraints.PythagoreanIdentityConstraint method) (congrads.constraints.ScalarConstraint method) (congrads.constraints.SumConstraint method) CheckpointManager (class in congrads.checkpoints) congrads.checkpoints module congrads.constraints module

congrads.core module congrads.datasets module congrads.descriptor module congrads.metrics module congrads.networks module congrads.transformations module congrads.utils module CongradsCore (class in congrads.core) constant_layers (congrads.descriptor.Descriptor attribute) Constraint (class in congrads.constraints) CSVLogger (class in congrads.utils)

D

data_folder (congrads.datasets.BiasCorrection property) (congrads.datasets.FamilyIncome property) DenormalizeMinMax (class in congrads.transformations) Descriptor (class in congrads.descriptor)

descriptor (congrads.constraints.Constraint attribute) device (congrads.constraints.Constraint attribute) download() (congrads.datasets.BiasCorrection method) (congrads.datasets.FamilyIncome method)

E

evaluate_criteria() (congrads.checkpoints.CheckpointManager method)

F

FamilyIncome (class in congrads.datasets)

fit() (congrads.core.CongradsCore method) forward() (congrads.networks.MLPNetwork method)

G

groups (congrads.metrics.MetricManager attribute)

I

IdentityTransformation (class in congrads.transformations)

ImplicationConstraint (class in congrads.constraints)

L

linear() (congrads.networks.MLPNetwork static method)

load() (congrads.checkpoints.CheckpointManager method) (congrads.utils.CSVLogger method)

M

Metric (class in congrads.metrics) MetricManager (class in congrads.metrics) metrics (congrads.metrics.MetricManager attribute) mirrors (congrads.datasets.BiasCorrection attribute) (congrads.datasets.FamilyIncome attribute) MLPNetwork (class in congrads.networks) module congrads.checkpoints congrads.constraints congrads.core congrads.datasets congrads.descriptor congrads.metrics congrads.networks congrads.transformations congrads.utils

N

name (congrads.metrics.Metric attribute) neuron_to_index (congrads.descriptor.Descriptor attribute)

neuron_to_layer (congrads.descriptor.Descriptor attribute) NoisySines (class in congrads.datasets)

P

preprocess_BiasCorrection() (in module congrads.utils)

preprocess_FamilyIncome() (in module congrads.utils) PythagoreanIdentityConstraint (class in congrads.constraints)

R

register() (congrads.checkpoints.CheckpointManager method) (congrads.metrics.MetricManager method) reset() (congrads.metrics.Metric method) (congrads.metrics.MetricManager method)

resources (congrads.datasets.BiasCorrection attribute) (congrads.datasets.FamilyIncome attribute) resume() (congrads.checkpoints.CheckpointManager method)

S

sample_count (congrads.metrics.Metric attribute) save() (congrads.checkpoints.CheckpointManager method) (congrads.utils.CSVLogger method)

ScalarConstraint (class in congrads.constraints) split_data_loaders() (in module congrads.utils) SumConstraint (class in congrads.constraints)

T

test_step() (congrads.core.CongradsCore method) to_dataframe() (congrads.utils.CSVLogger static method)

to_dict() (congrads.utils.CSVLogger static method) train_step() (congrads.core.CongradsCore method) Transformation (class in congrads.transformations)

V

valid_step() (congrads.core.CongradsCore method) validate_callable() (in module congrads.utils) validate_comparator_pytorch() (in module congrads.utils) validate_iterable() (in module congrads.utils)

validate_loaders() (in module congrads.utils) validate_type() (in module congrads.utils) values (congrads.metrics.Metric attribute) variable_layers (congrads.descriptor.Descriptor attribute)