Index

A

add_sample() (lifelong_methods.buffer.buffer.BufferBase method)

B

BaseDataset (class in iirc.lifelong_dataset.base_dataset) BaseMethod (class in lifelong_methods.methods.base_method) begin_adding_samples_to_lmdb() (lifelong_methods.buffer.buffer.BufferBase method) Buffer (class in lifelong_methods.methods.agem) (class in lifelong_methods.methods.finetune) (class in lifelong_methods.methods.icarl) (class in lifelong_methods.methods.icarl_cnn) (class in lifelong_methods.methods.icarl_norm) (class in lifelong_methods.methods.lucir) (class in lifelong_methods.methods.mask_seen_classes)

buffer_state_dict() (lifelong_methods.buffer.buffer.BufferBase method) BufferBase (class in lifelong_methods.buffer.buffer)

C

choose_task() (iirc.lifelong_dataset.base_dataset.BaseDataset method) consolidate_epoch_knowledge() (lifelong_methods.methods.base_method.BaseMethod method) consolidate_task_knowledge() (lifelong_methods.methods.agem.Model method) (lifelong_methods.methods.base_method.BaseMethod method) (lifelong_methods.methods.finetune.Model method) (lifelong_methods.methods.icarl.Model method) (lifelong_methods.methods.icarl_cnn.Model method) (lifelong_methods.methods.icarl_norm.Model method) (lifelong_methods.methods.lucir.Model method) (lifelong_methods.methods.mask_seen_classes.Model method)

contrastive_distance_loss() (in module lifelong_methods.utils) copy_freeze() (in module lifelong_methods.utils) CosineLinear (class in lifelong_methods.models.cosine_linear)

D

Dataset (class in iirc.lifelong_dataset.tensorflow_dataset) (class in iirc.lifelong_dataset.torch_dataset) dataset_state_dict() (iirc.lifelong_dataset.base_dataset.BaseDataset method)

disable_augmentations() (iirc.lifelong_dataset.base_dataset.BaseDataset method) (lifelong_methods.buffer.buffer.BufferBase method) download_extract_cifar100() (in module iirc.utils.download_cifar)

E

enable_complete_information_mode() (iirc.lifelong_dataset.base_dataset.BaseDataset method)

enable_incomplete_information_mode() (iirc.lifelong_dataset.base_dataset.BaseDataset method) end_adding_samples_to_lmdb() (lifelong_methods.buffer.buffer.BufferBase method)

F

forward() (lifelong_methods.methods.agem.Model method) (lifelong_methods.methods.base_method.BaseMethod method) (lifelong_methods.methods.finetune.Model method) (lifelong_methods.methods.icarl.Model method) (lifelong_methods.methods.icarl_cnn.Model method) (lifelong_methods.methods.icarl_norm.Model method) (lifelong_methods.methods.lucir.Model method) (lifelong_methods.methods.mask_seen_classes.Model method) (lifelong_methods.models.cosine_linear.CosineLinear method) (lifelong_methods.models.cosine_linear.SplitCosineLinear method) (lifelong_methods.models.mlp.MLP method) (lifelong_methods.models.resnet.ResNet method) (lifelong_methods.models.resnetcifar.ResNetCIFAR method)

forward_net() (lifelong_methods.methods.base_method.BaseMethod method)

G

get_gradient() (in module lifelong_methods.utils) get_image_indices_by_cla() (iirc.lifelong_dataset.base_dataset.BaseDataset method) get_image_indices_by_class() (lifelong_methods.buffer.buffer.BufferBase method) get_item() (iirc.lifelong_dataset.base_dataset.BaseDataset method)

get_labels() (iirc.lifelong_dataset.base_dataset.BaseDataset method) get_last_lr() (lifelong_methods.methods.base_method.BaseMethod method) get_lifelong_datasets() (in module iirc.datasets_loader) get_optimizer() (in module lifelong_methods.utils)

I

iirc module iirc.datasets_loader module iirc.definitions module iirc.lifelong_dataset module iirc.lifelong_dataset.base_dataset module iirc.lifelong_dataset.tensorflow_dataset module

iirc.lifelong_dataset.torch_dataset module iirc.utils module iirc.utils.download_cifar module iirc.utils.prepare_imagenet module iirc.utils.utils module

L

l_distance() (in module lifelong_methods.utils) labels_index_to_one_hot() (in module lifelong_methods.utils) lifelong_methods module lifelong_methods.buffer module lifelong_methods.buffer.buffer module lifelong_methods.methods module lifelong_methods.methods.agem module lifelong_methods.methods.base_method module lifelong_methods.methods.finetune module lifelong_methods.methods.icarl module lifelong_methods.methods.icarl_cnn module lifelong_methods.methods.icarl_norm module

lifelong_methods.methods.lucir module lifelong_methods.methods.mask_seen_classes module lifelong_methods.models module lifelong_methods.models.cosine_linear module lifelong_methods.models.mlp module lifelong_methods.models.resnet module lifelong_methods.models.resnetcifar module lifelong_methods.utils module load_buffer_state_dict() (lifelong_methods.buffer.buffer.BufferBase method) load_dataset_state_dict() (iirc.lifelong_dataset.base_dataset.BaseDataset method) load_method_state_dict() (lifelong_methods.methods.base_method.BaseMethod method) load_model() (in module lifelong_methods.utils) load_tasks_up_to() (iirc.lifelong_dataset.base_dataset.BaseDataset method)

M

method_state_dict() (lifelong_methods.methods.base_method.BaseMethod method) MLP (class in lifelong_methods.models.mlp) Model (class in lifelong_methods.methods.agem) (class in lifelong_methods.methods.finetune) (class in lifelong_methods.methods.icarl) (class in lifelong_methods.methods.icarl_cnn) (class in lifelong_methods.methods.icarl_norm) (class in lifelong_methods.methods.lucir) (class in lifelong_methods.methods.mask_seen_classes) module iirc iirc.datasets_loader iirc.definitions iirc.lifelong_dataset iirc.lifelong_dataset.base_dataset iirc.lifelong_dataset.tensorflow_dataset iirc.lifelong_dataset.torch_dataset iirc.utils iirc.utils.download_cifar iirc.utils.prepare_imagenet iirc.utils.utils lifelong_methods lifelong_methods.buffer lifelong_methods.buffer.buffer lifelong_methods.methods lifelong_methods.methods.agem lifelong_methods.methods.base_method lifelong_methods.methods.finetune lifelong_methods.methods.icarl lifelong_methods.methods.icarl_cnn lifelong_methods.methods.icarl_norm lifelong_methods.methods.lucir lifelong_methods.methods.mask_seen_classes lifelong_methods.models lifelong_methods.models.cosine_linear lifelong_methods.models.mlp lifelong_methods.models.resnet lifelong_methods.models.resnetcifar lifelong_methods.utils

O

observe() (lifelong_methods.methods.agem.Model method) (lifelong_methods.methods.base_method.BaseMethod method) (lifelong_methods.methods.finetune.Model method) (lifelong_methods.methods.icarl.Model method) (lifelong_methods.methods.icarl_cnn.Model method) (lifelong_methods.methods.icarl_norm.Model method) (lifelong_methods.methods.lucir.Model method) (lifelong_methods.methods.mask_seen_classes.Model method)

P

prepare_model_for_new_task() (lifelong_methods.methods.base_method.BaseMethod method)

print_msg() (in module iirc.utils.utils)

R

remove_samples() (lifelong_methods.buffer.buffer.BufferBase method) reset() (iirc.lifelong_dataset.base_dataset.BaseDataset method) reset_lmdb_database() (lifelong_methods.buffer.buffer.BufferBase method)

reset_optimizer_and_scheduler() (lifelong_methods.methods.base_method.BaseMethod method) reset_parameters() (lifelong_methods.models.cosine_linear.CosineLinear method) ResNet (class in lifelong_methods.models.resnet) ResNetCIFAR (class in lifelong_methods.models.resnetcifar)

S

save_model() (in module lifelong_methods.utils) SplitCosineLinear (class in lifelong_methods.models.cosine_linear)

step_scheduler() (lifelong_methods.methods.base_method.BaseMethod method) SubsetSampler (class in lifelong_methods.utils)

T

TaskDataMergedWithBuffer (class in lifelong_methods.buffer.buffer)

transform_labels_names_to_vector() (in module lifelong_methods.utils) triplet_margin_loss() (in module lifelong_methods.utils)

U

unpickle() (in module iirc.utils.utils)

update_buffer_new_task() (lifelong_methods.buffer.buffer.BufferBase method) update_gradient() (in module lifelong_methods.utils)