├── .gitignore ├── README.md ├── all_results.csv ├── config ├── data │ └── imagenet.yaml ├── main.yaml ├── predictor │ ├── base_hypopt.yaml │ ├── base_pytorch.yaml │ ├── base_sklearn.yaml │ ├── sk_logistic.yaml │ ├── sk_logistic_hypopt.yaml │ ├── torch_linear_delta_hypopt.yaml │ └── torch_mlp.yaml ├── server │ ├── base_submitit.yaml │ ├── john.yaml │ ├── john_XL.yaml │ ├── john_XXL.yaml │ ├── john_large.yaml │ ├── local.yaml │ ├── nlprun.yaml │ ├── nlprun_XL.yaml │ ├── nlprun_large.yaml │ ├── none.yaml │ └── sphinx.yaml └── user.yaml ├── environment_analyze.yml ├── environment_running.yml ├── hub ├── __init__.py ├── augmentations.py ├── beit │ ├── __init__.py │ └── beit.py ├── byol │ ├── __init__.py │ ├── byol.py │ └── resnet_byol.py ├── clip │ ├── __init__.py │ └── clip.py ├── dino │ ├── __init__.py │ └── dino.py ├── helpers.py ├── ibot │ ├── __init__.py │ └── ibot.py ├── initialized │ ├── __init__.py │ └── initialized.py ├── issl │ ├── __init__.py │ └── issl.py ├── lossyless │ ├── __init__.py │ └── lossyless.py ├── mae │ ├── __init__.py │ └── mae.py ├── mmselfsup │ ├── __init__.py │ └── mmselfsup.py ├── moco │ ├── __init__.py │ └── moco.py ├── mocov3 │ ├── __init__.py │ └── mocov3.py ├── msn │ ├── __init__.py │ └── msn.py ├── mugs │ ├── __init__.py │ └── mugs.py ├── openclip │ ├── __init__.py │ └── openclip.py ├── pycontrast │ ├── __init__.py │ └── pycontrast.py ├── riskdec │ ├── __init__.py │ ├── resnet_dim.py │ └── riskdec.py ├── simsiam │ ├── __init__.py │ └── simsiam.py ├── swav │ ├── __init__.py │ ├── resnet50w.py │ └── swav.py ├── timm │ ├── __init__.py │ └── timm.py ├── torchvision │ ├── __init__.py │ └── torchvision.py ├── vicreg │ ├── __init__.py │ └── vicreg.py ├── vicregl │ ├── __init__.py │ └── vicregl.py └── vissl │ ├── __init__.py │ ├── resnext_vissl.py │ └── vissl.py ├── hubconf.py ├── main_fewshot.py ├── main_fullshot.py ├── metadata.yaml ├── notebooks ├── appcs.ipynb ├── main_paper.ipynb └── minimal.ipynb ├── requirements_analyzing.txt ├── requirements_running.txt ├── scripts ├── altdec.sh ├── beit.sh ├── byol.sh ├── clip.sh ├── dino.sh ├── dissl.sh ├── dissl_large.sh ├── ibot.sh ├── initialized.sh ├── lossyless.sh ├── mae.sh ├── mmselfsup.sh ├── moco.sh ├── msn.sh ├── mugs.sh ├── openclip.sh ├── pycontrast.sh ├── riskdec.sh ├── riskdec_large.sh ├── run_all.sh ├── simsiam.sh ├── statistics.sh ├── statistics_large.sh ├── supervised.sh ├── swav.sh ├── swav_large.sh ├── utils.sh ├── vicreg.sh ├── vicregl.sh ├── vicregl_large.sh ├── vissl.sh └── vissl_large.sh ├── scripts_sk ├── beit.sh ├── beit_large.sh ├── byol.sh ├── clip.sh ├── clip_large.sh ├── dino.sh ├── dino_large.sh ├── dissl.sh ├── dissl_large.sh ├── ibot.sh ├── ibot_large.sh ├── lossyless.sh ├── mae.sh ├── mmselfsup.sh ├── moco.sh ├── msn.sh ├── msn_large.sh ├── mugs.sh ├── mugs_large.sh ├── openclip.sh ├── openclip_large.sh ├── pycontrast.sh ├── riskdec.sh ├── riskdec_large.sh ├── run_all.sh ├── simsiam.sh ├── supervised.sh ├── supervised_large.sh ├── swav.sh ├── swav_XXL.sh ├── swav_large.sh ├── utils.sh ├── vicreg.sh ├── vicreg_large.sh ├── vicregl.sh ├── vicregl_large.sh ├── vissl.sh ├── vissl_XL.sh └── vissl_large.sh ├── statistics.py └── utils ├── __init__.py ├── architectures.py ├── causal.py ├── cluster.py ├── collect_results.py ├── data.py ├── helpers.py ├── helpers_analysing.py ├── optim.py ├── plotting.py ├── predictor.py ├── pretty_renamer.py └── tune_hyperparam.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YannDubs/SSL-Risk-Decomposition/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YannDubs/SSL-Risk-Decomposition/HEAD/README.md -------------------------------------------------------------------------------- /all_results.csv: 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