Index

A

add_label_noise() (in module distil.utils.dataset)

AdversarialBIM (class in distil.active_learning_strategies.adversarial_bim) AdversarialDeepFool (class in distil.active_learning_strategies.adversarial_deepfool)

B

BADGE (class in distil.active_learning_strategies.badge)

BALDDropout (class in distil.active_learning_strategies.bayesian_active_learning_disagreement_dropout)

C

compute_score() (distil.utils.similarity_mat.SimilarityComputation method)

CoreSet (class in distil.active_learning_strategies.core_set) CRAIGActive (class in distil.active_learning_strategies.craig_active)

D

DataHandler_CIFAR10 (class in distil.utils.data_handler) DataHandler_CIFAR100 (class in distil.utils.data_handler) DataHandler_FASHION_MNIST (class in distil.utils.data_handler) DataHandler_KMNIST (class in distil.utils.data_handler) DataHandler_MNIST (class in distil.utils.data_handler) DataHandler_Points (class in distil.utils.data_handler) DataHandler_STL10 (class in distil.utils.data_handler) DataHandler_SVHN (class in distil.utils.data_handler) distance() (distil.utils.similarity_mat.SimilarityComputation method) distil.active_learning_strategies.adversarial_bim module distil.active_learning_strategies.adversarial_deepfool module distil.active_learning_strategies.badge module distil.active_learning_strategies.bayesian_active_learning_disagreement_dropout module distil.active_learning_strategies.core_set module distil.active_learning_strategies.craig_active module distil.active_learning_strategies.entropy_sampling module distil.active_learning_strategies.entropy_sampling_dropout module distil.active_learning_strategies.fass module

distil.active_learning_strategies.glister module distil.active_learning_strategies.gradmatch_active module distil.active_learning_strategies.kmeans_sampling module distil.active_learning_strategies.least_confidence module distil.active_learning_strategies.least_confidence_dropout module distil.active_learning_strategies.margin_sampling module distil.active_learning_strategies.margin_sampling_dropout module distil.active_learning_strategies.random_sampling module distil.active_learning_strategies.submod_sampling module distil.utils.data_handler module distil.utils.dataset module distil.utils.similarity_mat module distil.utils.submodular module

E

EntropySampling (class in distil.active_learning_strategies.entropy_sampling)

EntropySamplingDropout (class in distil.active_learning_strategies.entropy_sampling_dropout)

F

FASS (class in distil.active_learning_strategies.fass)

furthest_first() (distil.active_learning_strategies.core_set.CoreSet method)

G

get_CIFAR10() (in module distil.utils.dataset) get_CIFAR100() (in module distil.utils.dataset) get_dataset() (in module distil.utils.dataset) get_FASHION_MNIST() (in module distil.utils.dataset) get_imbalanced_idx() (in module distil.utils.dataset) get_index() (distil.utils.similarity_mat.SimilarityComputation method)

get_KMNIST() (in module distil.utils.dataset) get_MNIST() (in module distil.utils.dataset) get_STL10() (in module distil.utils.dataset) get_SVHN() (in module distil.utils.dataset) GLISTER (class in distil.active_learning_strategies.glister) GradMatchActive (class in distil.active_learning_strategies.gradmatch_active)

K

KMeansSampling (class in distil.active_learning_strategies.kmeans_sampling)

L

lazy_greedy_max() (distil.utils.submodular.SubmodularFunction method)

LeastConfidence (class in distil.active_learning_strategies.least_confidence) LeastConfidenceDropout (class in distil.active_learning_strategies.least_confidence_dropout)

M

make_data_redundant() (in module distil.utils.dataset) MarginSampling (class in distil.active_learning_strategies.margin_sampling) MarginSamplingDropout (class in distil.active_learning_strategies.margin_sampling_dropout) module distil.active_learning_strategies.adversarial_bim distil.active_learning_strategies.adversarial_deepfool distil.active_learning_strategies.badge distil.active_learning_strategies.bayesian_active_learning_disagreement_dropout distil.active_learning_strategies.core_set distil.active_learning_strategies.craig_active distil.active_learning_strategies.entropy_sampling distil.active_learning_strategies.entropy_sampling_dropout distil.active_learning_strategies.fass distil.active_learning_strategies.glister distil.active_learning_strategies.gradmatch_active distil.active_learning_strategies.kmeans_sampling distil.active_learning_strategies.least_confidence distil.active_learning_strategies.least_confidence_dropout distil.active_learning_strategies.margin_sampling distil.active_learning_strategies.margin_sampling_dropout distil.active_learning_strategies.random_sampling distil.active_learning_strategies.submod_sampling distil.utils.data_handler distil.utils.dataset distil.utils.similarity_mat distil.utils.submodular

R

RandomSampling (class in distil.active_learning_strategies.random_sampling)

S

select() (distil.active_learning_strategies.adversarial_bim.AdversarialBIM method) (distil.active_learning_strategies.adversarial_deepfool.AdversarialDeepFool method) (distil.active_learning_strategies.badge.BADGE method) (distil.active_learning_strategies.bayesian_active_learning_disagreement_dropout.BALDDropout method) (distil.active_learning_strategies.core_set.CoreSet method) (distil.active_learning_strategies.craig_active.CRAIGActive method) (distil.active_learning_strategies.entropy_sampling.EntropySampling method) (distil.active_learning_strategies.entropy_sampling_dropout.EntropySamplingDropout method) (distil.active_learning_strategies.fass.FASS method) (distil.active_learning_strategies.glister.GLISTER method) (distil.active_learning_strategies.gradmatch_active.GradMatchActive method) (distil.active_learning_strategies.kmeans_sampling.KMeansSampling method) (distil.active_learning_strategies.least_confidence.LeastConfidence method) (distil.active_learning_strategies.least_confidence_dropout.LeastConfidenceDropout method) (distil.active_learning_strategies.margin_sampling.MarginSampling method) (distil.active_learning_strategies.margin_sampling_dropout.MarginSamplingDropout method) (distil.active_learning_strategies.random_sampling.RandomSampling method) (distil.active_learning_strategies.submod_sampling.SubmodSampling method)

select_per_batch() (distil.active_learning_strategies.badge.BADGE method) SimilarityComputation (class in distil.utils.similarity_mat) SubmodSampling (class in distil.active_learning_strategies.submod_sampling) SubmodularFunction (class in distil.utils.submodular)