Index

A

accuracy_off1() (in module dlordinal.metrics)

Adience (class in dlordinal.datasets) amae() (in module dlordinal.metrics)

B

BetaCrossEntropyLoss (class in dlordinal.losses) BetaLoss (class in dlordinal.losses)

BinomialCrossEntropyLoss (class in dlordinal.losses) BinomialLoss (class in dlordinal.losses)

C

categories (dlordinal.datasets.FGNet attribute) CATEGORIES (dlordinal.datasets.HCI attribute) CDWCELoss (class in dlordinal.losses) classes (dlordinal.datasets.Adience attribute) (dlordinal.datasets.FGNet property) CLM (class in dlordinal.output_layers)

compute_per_class_mse() (dlordinal.losses.MCELoss method) COPOC (class in dlordinal.output_layers) CORNClassifierWrapper (class in dlordinal.wrappers) CORNLoss (class in dlordinal.losses) CustomTargetsCrossEntropyLoss (class in dlordinal.losses) CustomTargetsLoss (class in dlordinal.losses)

D

data (dlordinal.datasets.Adience attribute) (dlordinal.datasets.FGNet attribute) dist_ (dlordinal.output_layers.CLM attribute) dlordinal.datasets module dlordinal.dropout module dlordinal.losses module

dlordinal.metrics module dlordinal.output_layers module dlordinal.soft_labelling module dlordinal.wrappers module download() (dlordinal.datasets.FGNet method)

E

EMDLoss (class in dlordinal.losses)

ExponentialCrossEntropyLoss (class in dlordinal.losses) ExponentialLoss (class in dlordinal.losses)

F

FeatureDataset (class in dlordinal.datasets) FGNet (class in dlordinal.datasets) find_category() (dlordinal.datasets.FGNet method) forward() (dlordinal.dropout.HybridDropout method) (dlordinal.dropout.HybridDropoutContainer method) (dlordinal.losses.BetaLoss method) (dlordinal.losses.BinomialLoss method) (dlordinal.losses.CDWCELoss method) (dlordinal.losses.CORNLoss method) (dlordinal.losses.CustomTargetsLoss method) (dlordinal.losses.EMDLoss method) (dlordinal.losses.ExponentialLoss method) (dlordinal.losses.GeneralTriangularLoss method) (dlordinal.losses.GeometricLoss method) (dlordinal.losses.MCEAndWKLoss method) (dlordinal.losses.MCELoss method) (dlordinal.losses.OrdinalECOCDistanceLoss method) (dlordinal.losses.PoissonLoss method) (dlordinal.losses.SLACELoss method) (dlordinal.losses.SORDLoss method) (dlordinal.losses.TriangularLoss method) (dlordinal.losses.WKLoss method) (dlordinal.output_layers.CLM method) (dlordinal.output_layers.COPOC method) (dlordinal.output_layers.ResNetOrdinalFullyConnected method) (dlordinal.output_layers.StickBreakingLayer method) (dlordinal.output_layers.VGGOrdinalFullyConnected method) (dlordinal.wrappers.OBDECOCModel method)

G

GeneralTriangularCrossEntropyLoss (class in dlordinal.losses) GeneralTriangularLoss (class in dlordinal.losses) GeometricCrossEntropyLoss (class in dlordinal.losses) GeometricLoss (class in dlordinal.losses) get_age_from_filename() (dlordinal.datasets.FGNet method) get_beta_soft_labels() (in module dlordinal.soft_labelling) get_binomial_soft_labels() (in module dlordinal.soft_labelling) get_exponential_soft_labels() (in module dlordinal.soft_labelling)

get_general_triangular_params() (in module dlordinal.soft_labelling) get_general_triangular_soft_labels() (in module dlordinal.soft_labelling) get_geometric_soft_labels() (in module dlordinal.soft_labelling) get_poisson_soft_labels() (in module dlordinal.soft_labelling) get_stick_logits() (dlordinal.output_layers.StickBreakingLayer method) get_triangular_soft_labels() (in module dlordinal.soft_labelling) get_valid_shape_array() (dlordinal.datasets.FeatureDataset method) gmes() (in module dlordinal.metrics) gmsec() (in module dlordinal.metrics)

H

HCI (class in dlordinal.datasets)

HybridDropout (class in dlordinal.dropout) HybridDropoutContainer (class in dlordinal.dropout)

L

link_function (dlordinal.output_layers.CLM attribute)

load_data() (dlordinal.datasets.FGNet method)

M

MCEAndWKLoss (class in dlordinal.losses) MCELoss (class in dlordinal.losses) MD5 (dlordinal.datasets.HCI attribute) mes() (in module dlordinal.metrics) min_distance (dlordinal.output_layers.CLM attribute) minimum_sensitivity() (in module dlordinal.metrics) mmae() (in module dlordinal.metrics)

module dlordinal.datasets dlordinal.dropout dlordinal.losses dlordinal.metrics dlordinal.output_layers dlordinal.soft_labelling dlordinal.wrappers

N

norm_prox_mat (dlordinal.losses.SORDLoss attribute) normalize_X() (dlordinal.datasets.FeatureDataset method)

normalize_y() (dlordinal.datasets.FeatureDataset method) num_classes (dlordinal.output_layers.CLM attribute)

O

OBDECOCModel (class in dlordinal.wrappers)

OrdinalECOCDistanceLoss (class in dlordinal.losses)

P

PoissonCrossEntropyLoss (class in dlordinal.losses) PoissonLoss (class in dlordinal.losses) predict() (dlordinal.wrappers.CORNClassifierWrapper method) predict_from_inputs() (dlordinal.wrappers.OBDECOCModel method)

predict_proba() (dlordinal.wrappers.CORNClassifierWrapper method) process() (dlordinal.datasets.FGNet method) process_images_from_df() (dlordinal.datasets.FGNet method) prox_dom (dlordinal.losses.SLACELoss attribute) prox_mat (dlordinal.losses.SORDLoss attribute)

R

ranges (dlordinal.datasets.Adience attribute) ranked_probability_score() (in module dlordinal.metrics)

ResNetOrdinalFullyConnected (class in dlordinal.output_layers) root (dlordinal.datasets.Adience attribute) (dlordinal.datasets.FGNet attribute)

S

set_targets() (dlordinal.dropout.HybridDropoutContainer method) SLACELoss (class in dlordinal.losses) SORDLoss (class in dlordinal.losses)

split() (dlordinal.datasets.FGNet method) split_dataframe() (dlordinal.datasets.FGNet method) StickBreakingLayer (class in dlordinal.output_layers)

T

target_class (dlordinal.losses.OrdinalECOCDistanceLoss attribute) target_size (dlordinal.datasets.FGNet attribute) target_transform (dlordinal.datasets.Adience attribute) (dlordinal.datasets.FGNet attribute) targets (dlordinal.datasets.Adience attribute) (dlordinal.datasets.FGNet property) test_size (dlordinal.datasets.Adience attribute) (dlordinal.datasets.FGNet attribute)

thresholds_a_ (dlordinal.output_layers.CLM attribute) thresholds_b_ (dlordinal.output_layers.CLM attribute) train (dlordinal.datasets.Adience attribute) transform (dlordinal.datasets.Adience attribute) (dlordinal.datasets.FGNet attribute) TriangularCrossEntropyLoss (class in dlordinal.losses) TriangularLoss (class in dlordinal.losses)

U

URL (dlordinal.datasets.HCI attribute)

V

validation_size (dlordinal.datasets.FGNet attribute)

verbose (dlordinal.datasets.Adience attribute) VGGOrdinalFullyConnected (class in dlordinal.output_layers)

W

weights (dlordinal.losses.OrdinalECOCDistanceLoss attribute) WKLoss (class in dlordinal.losses)

write_array_to_file() (in module dlordinal.metrics) write_metrics_dict_to_file() (in module dlordinal.metrics)