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IIRC Package Tutorial Using PyTorch
Loading IIRC and incremental datasets
Lifelong Learning Methods Guide
iirc package
lifelong_methods package
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Index
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B
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C
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D
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E
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I
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U
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.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.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.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)
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