├── .github └── workflows │ ├── autopep8.yml │ └── deploy_pages.yml ├── .gitignore ├── LICENSE ├── NOTICE.md ├── README.md ├── REPRODUCIBILITY.md ├── __init__.py ├── backbone ├── EfficientNet.py ├── MNISTMLP.py ├── MNISTMLP_PNN.py ├── ResNet18_PNN.py ├── ResNet32.py ├── ResNetBlock.py ├── ResNetBottleneck.py ├── __init__.py ├── utils │ ├── __init__.py │ ├── layers.py │ ├── lora_utils.py │ ├── modules.py │ └── vit_default_cfg.py └── vit.py ├── datasets ├── __init__.py ├── bias_celeba_utils │ ├── __init__.py │ ├── celeba.py │ ├── create_celeba_split1.py │ └── create_celeba_split2.py ├── configs │ ├── perm-mnist │ │ └── 10tasks.yaml │ ├── seq-cifar10 │ │ ├── cnll.yaml │ │ ├── default.yaml │ │ ├── er_ace.yaml │ │ ├── online.yaml │ │ └── test.yaml │ ├── seq-cifar100-224 │ │ ├── attriclip.yaml │ │ ├── coda_prompt.yaml │ │ ├── dap.yaml │ │ ├── default.yaml │ │ ├── l2p.yaml │ │ ├── ranpac.yaml │ │ ├── second_order_ta.yaml │ │ └── slca.yaml │ ├── seq-cifar100 │ │ ├── 20tasks.yaml │ │ ├── 5tasks.yaml │ │ ├── icarl.yaml │ │ ├── lider.yaml │ │ ├── noscheduler.yaml │ │ └── xder.yaml │ ├── seq-cropdisease │ │ ├── dap.yaml │ │ └── second_order_ta.yaml │ ├── seq-cub200 │ │ └── ranpac.yaml │ ├── seq-eurosat-rgb │ │ └── l2p.yaml │ └── seq-mnist │ │ └── spr.yaml ├── deprecated │ ├── __init__.py │ └── old_mnist_360.py ├── imagenet_r_utils │ ├── __init__.py │ ├── imagenet-r_test.yaml │ ├── imagenet-r_train.yaml │ └── label_to_class_name.pkl ├── mnist_360.py ├── perm_mnist.py ├── rot_mnist.py ├── seq_cars196.py ├── seq_celeba.py ├── seq_chestx.py ├── seq_cifar10.py ├── seq_cifar100.py ├── seq_cifar100_224.py ├── seq_cifar100_224_rs.py ├── seq_cifar10_224.py ├── seq_cifar10_224_rs.py ├── seq_cropdisease.py ├── seq_cub200.py ├── seq_cub200_rs.py ├── seq_eurosat_rgb.py ├── seq_imagenet_r.py ├── seq_isic.py ├── seq_mit67.py ├── seq_mnist.py ├── seq_resisc45.py ├── seq_tinyimagenet.py ├── seq_tinyimagenet_r.py ├── transforms │ ├── __init__.py │ ├── denormalization.py │ ├── permutation.py │ └── rotation.py └── utils │ ├── __init__.py │ ├── continual_dataset.py │ ├── gcl_dataset.py │ ├── label_noise.py │ └── validation.py ├── docs ├── Makefile ├── README-DOCS.md ├── _static │ ├── logo.png │ ├── mammoth_banner.svg │ ├── mammoth_logo.svg │ ├── mnist360.gif │ ├── perm_mnist.gif │ ├── rot_mnist.gif │ ├── seq_cifar10.gif │ ├── seq_mnist.gif │ └── seq_tinyimg.gif ├── _templates │ ├── custom-base-template.rst │ └── custom-module-template.rst ├── backbone │ └── index.rst ├── conf.py ├── datasets │ ├── build_a_dataset.rst │ ├── index.rst │ └── schedulers.rst ├── getting_started │ ├── checkpoints.rst │ ├── dynamic_args.rst │ ├── fast_training.rst │ ├── index.rst │ ├── parseval.rst │ ├── reproducibility.rst │ ├── scripts.rst │ └── validation.rst ├── how_to_run │ ├── index.rst │ └── starprompt.rst ├── how_to_upgrade │ └── index.rst ├── index.rst ├── make.bat ├── models │ ├── build_a_model.rst │ ├── index.rst │ ├── model_arguments.rst │ └── model_attributes.rst ├── pyproject.toml ├── readme.rst ├── related │ ├── other_works.rst │ └── our_papers.rst ├── requirements.txt └── utils │ ├── args.rst │ └── index.rst ├── examples └── notebooks │ ├── basics.ipynb │ ├── create_a_backbone.ipynb │ ├── create_a_dataset.ipynb │ └── create_a_model.ipynb ├── gem_license ├── main.py ├── models ├── __init__.py ├── agem.py ├── agem_r.py ├── attriclip.py ├── attriclip_utils │ ├── clip │ │ ├── bpe_simple_vocab_16e6.txt.gz │ │ ├── clip.py │ │ ├── clip_2.py │ │ ├── model.py │ │ ├── model_2.py │ │ └── simple_tokenizer.py │ ├── model.py │ └── utils.py ├── bic.py ├── casper_utils │ ├── casper_model.py │ ├── knn.py │ └── spectral_analysis.py ├── ccic.py ├── cgil.py ├── cgil_utils │ ├── README.md │ ├── cgil_utils.py │ ├── diffusion.py │ ├── generative_replay.py │ └── vae.py ├── clip.py ├── cnll.py ├── coda_prompt.py ├── coda_prompt_utils │ ├── __init__.py │ ├── model.py │ └── vit.py ├── config │ ├── agem-r.yaml │ ├── agem.yaml │ ├── attriclip.yaml │ ├── bic.yaml │ ├── ccic.yaml │ ├── cgil.yaml │ ├── clip.yaml │ ├── cnll.yaml │ ├── coda_prompt.yaml │ ├── dap.yaml │ ├── der.yaml │ ├── derpp.yaml │ ├── derpp_lider.yaml │ ├── derpp_star.yaml │ ├── dualprompt.yaml │ ├── er.yaml │ ├── er_ace.yaml │ ├── er_ace_aer_abs.yaml │ ├── er_ace_lider.yaml │ ├── er_ace_star.yaml │ ├── er_star.yaml │ ├── er_tricks.yaml │ ├── ewc_on.yaml │ ├── fdr.yaml │ ├── first_stage_starprompt.yaml │ ├── gdumb.yaml │ ├── gdumb_lider.yaml │ ├── gem.yaml │ ├── gss.yaml │ ├── hal.yaml │ ├── icarl.yaml │ ├── icarl_lider.yaml │ ├── joint_gcl.yaml │ ├── l2p.yaml │ ├── lucir.yaml │ ├── lwf.yaml │ ├── lwf_mc.yaml │ ├── lws.yaml │ ├── mer.yaml │ ├── moe_adapters.yaml │ ├── pnn.yaml │ ├── puridiver.yaml │ ├── rpc.yaml │ ├── second_order.yaml │ ├── second_stage_starprompt.yaml │ ├── si.yaml │ ├── slca.yaml │ ├── spr.yaml │ ├── starprompt.yaml │ ├── twf.yaml │ ├── xder.yaml │ ├── xder_ce.yaml │ ├── xder_rpc.yaml │ └── xder_rpc_star.yaml ├── cscct_utils │ └── cscct_model.py ├── dap.py ├── dap_utils │ ├── dap_model.py │ └── head.py ├── deprecated │ └── __init__.py ├── der.py ├── derpp.py ├── derpp_casper.py ├── derpp_cscct.py ├── derpp_lider.py ├── derpp_star.py ├── dualprompt.py ├── dualprompt_utils │ ├── __init__.py │ ├── attention.py │ ├── model.py │ ├── prompt.py │ └── vision_transformer.py ├── er.py ├── er_ace.py ├── er_ace_aer_abs.py ├── er_ace_casper.py ├── er_ace_cscct.py ├── er_ace_lider.py ├── er_ace_star.py ├── er_ace_tricks.py ├── er_star.py ├── er_tricks.py ├── ewc_on.py ├── fdr.py ├── first_stage_starprompt.py ├── gdumb.py ├── gdumb_lider.py ├── gem.py ├── gss.py ├── hal.py ├── icarl.py ├── icarl_casper.py ├── icarl_cscct.py ├── icarl_lider.py ├── idefics.py ├── joint.py ├── joint_gcl.py ├── l2p.py ├── l2p_utils │ ├── __init__.py │ ├── l2p_model.py │ ├── prompt.py │ └── vit_prompt.py ├── llava.py ├── lora_prototype_utils │ ├── __init__.py │ ├── fisher.py │ ├── generative_replay.py │ ├── lora_prompt.py │ ├── lora_vit.py │ ├── tuners │ │ ├── __init__.py │ │ ├── full_tuner.py │ │ ├── ia3_tuner.py │ │ ├── lora_tuner.py │ │ └── utils.py │ └── utils.py ├── lucir.py ├── lwf.py ├── lwf_mc.py ├── lws.py ├── mer.py ├── moe_adapters.py ├── moe_adapters_utils │ ├── README.md │ ├── __init__.py │ ├── adapter.py │ ├── bpe_simple_vocab_16e6.txt.gz │ ├── clip.py │ ├── model.py │ └── tokenizer.py ├── pnn.py ├── puridiver.py ├── ranpac.py ├── ranpac_utils │ ├── __init__.py │ ├── inc_net.py │ ├── ranpac.py │ ├── toolkit.py │ └── vit.py ├── rpc.py ├── second_order.py ├── second_stage_starprompt.py ├── sgd.py ├── si.py ├── slca.py ├── slca_utils │ ├── __init__.py │ ├── base.py │ ├── convs │ │ ├── __init__.py │ │ ├── cifar_resnet.py │ │ └── linears.py │ ├── inc_net.py │ ├── slca.py │ └── toolkit.py ├── spr.py ├── star_prompt_utils │ ├── end_to_end_model.py │ ├── first_stage_model.py │ ├── generative_replay.py │ ├── second_stage_model.py │ └── vision_transformer.py ├── star_utils │ ├── __init__.py │ └── star_perturber.py ├── starprompt.py ├── twf.py ├── twf_utils │ ├── __init__.py │ ├── afd.py │ └── utils.py ├── utils │ ├── __init__.py │ ├── continual_model.py │ ├── future_model.py │ └── lider_model.py ├── xder.py ├── xder_ce.py ├── xder_rpc.py ├── xder_rpc_casper.py ├── xder_rpc_cscct.py ├── xder_rpc_star.py ├── zscl.py └── zscl_utils │ ├── __init__.py │ ├── cc.py │ ├── clip │ ├── README.md │ ├── __init__.py │ ├── bpe_simple_vocab_16e6.txt.gz │ ├── clip.py │ ├── model.py │ └── tokenizer.py │ └── gather_cc.py ├── py.typed ├── pyproject.toml ├── requirements-optional.txt ├── requirements.txt ├── scripts ├── local_launcher.py ├── prepare_grid.py ├── prepare_mammoth_list.py ├── reproduce.json ├── slurm_sbatcher.py └── wandb_sync.py ├── tests ├── __init__.py ├── conftest.py ├── test_basic_functionality.py ├── test_bias.py ├── test_bic.py ├── test_casper.py ├── test_ccic.py ├── test_cgil.py ├── test_checkpointing.py ├── test_cnll.py ├── test_codaprompt.py ├── test_code_optimization.py ├── test_cscct.py ├── test_cssl_support.py ├── test_datasets.py ├── test_der_example.py ├── test_dualprompt.py ├── test_dynamic_params.py ├── test_er_example.py ├── test_fdr.py ├── test_gdumb.py ├── test_gem.py ├── test_hal.py ├── test_icarl.py ├── test_import.py ├── test_joint.py ├── test_l2p.py ├── test_lider.py ├── test_lucir.py ├── test_model_config.py ├── test_module_register.py ├── test_noisy_label.py ├── test_pnn.py ├── test_regularization.py ├── test_scheduler.py ├── test_second_order.py ├── test_slca.py ├── test_spr.py ├── test_star.py ├── test_starprompt.py ├── test_static_multimodals.py ├── test_twf.py ├── test_validation.py ├── test_wandb.py ├── test_xder.py └── test_zscl.py └── utils ├── __init__.py ├── args.py ├── augmentations.py ├── autoaugment.py ├── batch_norm.py ├── best_args.py ├── bias.py ├── bmm.py ├── buffer.py ├── buffer_lws.py ├── checkpoints.py ├── conditional_bn.py ├── conf.py ├── deprecated └── continual_training.py ├── distributed.py ├── evaluate.py ├── globals.py ├── gss_buffer.py ├── kornia_utils.py 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