Index

A

add() (metallic.utils.MetricTracker method) alg_name (metallic.metalearners.ANIL attribute) (metallic.metalearners.FOMAML attribute) (metallic.metalearners.MAML attribute) (metallic.metalearners.MatchNet attribute) (metallic.metalearners.MinibatchProx attribute) (metallic.metalearners.ProtoNet attribute) (metallic.metalearners.Reptile attribute)

ANIL (class in metallic.metalearners) apply_grads() (in module metallic.functional) attention() (metallic.metalearners.MatchNet method)

C

Categorical (class in metallic.data.transforms) ClassDataset (class in metallic.data.datasets) clear_before_outer_loop() (metallic.metalearners.GBML method) (metallic.metalearners.MAML method) (metallic.metalearners.Reptile method) compute_outer_grads() (metallic.metalearners.ANIL method) (metallic.metalearners.GBML method) (metallic.metalearners.MAML method) (metallic.metalearners.Reptile method)

ConvBlock (class in metallic.models) ConvGroup (class in metallic.models) create_cache() (metallic.data.datasets.ClassDataset method) (metallic.data.datasets.MiniImageNetClassDataset method) (metallic.data.datasets.OmniglotClassDataset method)

D

Dataset (class in metallic.data.datasets)

download() (metallic.data.datasets.MiniImageNetClassDataset method)

F

Flatten (class in metallic.models) FOMAML (class in metallic.metalearners) forward() (metallic.models.ConvBlock method) (metallic.models.ConvGroup method) (metallic.models.Flatten method) (metallic.models.LinearBlock method) (metallic.models.MiniImagenetCNN method) (metallic.models.OmniglotCNN method) (metallic.models.OmniglotMLP method)

G

GBML (class in metallic.metalearners) get_accuracy() (in module metallic.utils)

get_benchmarks() (in module metallic.data.benchmarks) get_prototypes() (in module metallic.functional) get_tasks() (metallic.metalearners.MetaLearner method)

H

HorizontalFlip (class in metallic.data.transforms)

I

init_weights() (metallic.models.ConvBlock method) (metallic.models.LinearBlock method) (metallic.models.MiniImagenetCNN method) (metallic.models.OmniglotCNN method) (metallic.models.OmniglotMLP method)

inner_loop() (metallic.metalearners.GBML method) (metallic.metalearners.MinibatchProx method)

L

LinearBlock (class in metallic.models) list_benchmarks() (in module metallic.data.benchmarks) load() (metallic.metalearners.GBML class method) (metallic.metalearners.MetaLearner class method)

load_cache() (metallic.data.datasets.ClassDataset method) log() (metallic.utils.Logger method) Logger (class in metallic.utils) lr_schedule() (metallic.metalearners.MetaLearner method) (metallic.trainer.Trainer method)

M

MAML (class in metallic.metalearners) MatchNet (class in metallic.metalearners) MetaDataLoader (class in metallic.data.dataloader) MetaDataset (class in metallic.data.datasets) MetaLearner (class in metallic.metalearners) metallic.data.benchmarks module metallic.data.dataloader module metallic.data.datasets module metallic.data.sampler module metallic.data.transforms module metallic.functional module metallic.metalearners module metallic.models module metallic.trainer module

metallic.utils module MetaRandomSampler (class in metallic.data.sampler) MetaSequentialSampler (class in metallic.data.sampler) metrics() (metallic.utils.MetricTracker property) MetricTracker (class in metallic.utils) MinibatchProx (class in metallic.metalearners) MiniImageNet (class in metallic.data.datasets) MiniImageNetClassDataset (class in metallic.data.datasets) MiniImagenetCNN (class in metallic.models) module metallic.data.benchmarks metallic.data.dataloader metallic.data.datasets metallic.data.sampler metallic.data.transforms metallic.functional metallic.metalearners metallic.models metallic.trainer metallic.utils

O

Omniglot (class in metallic.data.datasets) OmniglotClassDataset (class in metallic.data.datasets) OmniglotCNN (class in metallic.models)

OmniglotMLP (class in metallic.models) outer_loop_update() (metallic.metalearners.GBML method) (metallic.metalearners.MAML method) (metallic.metalearners.Reptile method)

P

preprocess() (metallic.data.datasets.ClassDataset method)

ProtoNet (class in metallic.metalearners) ProximalRegLoss (class in metallic.functional)

R

Reptile (class in metallic.metalearners) reset() (metallic.utils.MetricTracker method)

Rotation (class in metallic.data.transforms) run_epoch() (metallic.trainer.Trainer method) run_train() (metallic.trainer.Trainer method)

S

save() (metallic.metalearners.GBML method) (metallic.metalearners.MetaLearner method) (metallic.trainer.Trainer method) save_cache() (metallic.data.datasets.ClassDataset method)

single_task() (metallic.metalearners.MatchNet method) (metallic.metalearners.ProtoNet method) split_task() (metallic.data.datasets.MetaDataset method) step() (metallic.metalearners.GBML method) (metallic.metalearners.MetaLearner method)

T

TaskDataset (class in metallic.data.datasets) Trainer (class in metallic.trainer) training (metallic.functional.ProximalRegLoss attribute) (metallic.models.ConvBlock attribute) (metallic.models.ConvGroup attribute) (metallic.models.Flatten attribute) (metallic.models.LinearBlock attribute) (metallic.models.MiniImagenetCNN attribute) (metallic.models.OmniglotCNN attribute) (metallic.models.OmniglotMLP attribute)

U

update() (metallic.utils.MetricTracker method)

V

VerticalFlip (class in metallic.data.transforms)

W

write_tensorboard() (metallic.utils.Logger method)

write_text() (metallic.utils.Logger method)