Index

_

_is_full_backward_hook (chmncc.probabilistic_circuits.GatingFunction.DenseGatingFunction attribute)

A

arff_data (class in chmncc.dataset.parser)

C

chmncc module chmncc.arguments module chmncc.clusters module chmncc.config module chmncc.config.cifar_config module chmncc.config.confounders module chmncc.config.fashion_hierarchy module chmncc.config.label_confounders module chmncc.config.mnist_hierarchy module chmncc.config.old_config module chmncc.config.omniglot_hierarchy module chmncc.dataset.datasets module chmncc.dataset.parser module chmncc.debug module

chmncc.early_stopper module chmncc.early_stopper.early_stopper module chmncc.explanations module chmncc.explanations.gradients module chmncc.multi_step_argumentation module chmncc.optimizers module chmncc.optimizers.adam module chmncc.optimizers.exponential module chmncc.optimizers.reduce_lr_on_plateau module chmncc.optimizers.sgd module chmncc.optimizers.step_lr module chmncc.probabilistic_circuits module chmncc.probabilistic_circuits.GatingFunction module compute_integrated_gradient() (in module chmncc.explanations.gradients)

D

DenseGatingFunction (class in chmncc.probabilistic_circuits.GatingFunction)

E

early_stop() (chmncc.early_stopper.early_stopper.EarlyStopper method)

EarlyStopper (class in chmncc.early_stopper.early_stopper)

F

forward() (chmncc.probabilistic_circuits.GatingFunction.DenseGatingFunction method)

G

get_adam_optimizer() (in module chmncc.optimizers.adam) get_adam_optimizer_with_gate() (in module chmncc.optimizers.adam) get_exponential_scheduler() (in module chmncc.optimizers.exponential) get_output() (chmncc.probabilistic_circuits.GatingFunction.DenseGatingFunction method)

get_plateau_scheduler() (in module chmncc.optimizers.reduce_lr_on_plateau) get_sdg_optimizer_with_gate() (in module chmncc.optimizers.sgd) get_sgd_optimizer() (in module chmncc.optimizers.sgd) get_step_lr_scheduler() (in module chmncc.optimizers.step_lr)

I

init_weights() (chmncc.probabilistic_circuits.GatingFunction.DenseGatingFunction method) initialize() (chmncc.probabilistic_circuits.GatingFunction.DenseGatingFunction method)

initialize_dataset() (in module chmncc.dataset.parser) initialize_other_dataset() (in module chmncc.dataset.parser)

M

module chmncc chmncc.arguments chmncc.clusters chmncc.config chmncc.config.cifar_config chmncc.config.confounders chmncc.config.fashion_hierarchy chmncc.config.label_confounders chmncc.config.mnist_hierarchy chmncc.config.old_config chmncc.config.omniglot_hierarchy chmncc.dataset.datasets chmncc.dataset.parser chmncc.debug chmncc.early_stopper chmncc.early_stopper.early_stopper chmncc.explanations chmncc.explanations.gradients chmncc.multi_step_argumentation chmncc.optimizers chmncc.optimizers.adam chmncc.optimizers.exponential chmncc.optimizers.reduce_lr_on_plateau chmncc.optimizers.sgd chmncc.optimizers.step_lr chmncc.probabilistic_circuits chmncc.probabilistic_circuits.GatingFunction

move_on_device() (chmncc.probabilistic_circuits.GatingFunction.DenseGatingFunction method)

O

output_gradients() (in module chmncc.explanations.gradients)

P

parse_arff() (in module chmncc.dataset.parser)

T

training (chmncc.probabilistic_circuits.GatingFunction.DenseGatingFunction attribute)