├── .devcontainer.json ├── .github ├── ISSUE_TEMPLATE │ ├── bug_report.md │ ├── feature_request.md │ └── help-wanted.md └── workflows │ ├── main.yml │ ├── toc.yaml.off │ └── welcome.yml.off ├── .gitignore ├── CONTRIBUTING.md ├── LICENSE ├── MANIFEST.in ├── Makefile ├── README.md ├── docker-compose.yml ├── docs ├── .gitignore ├── 01 - augmentations.html ├── 01 - training_clip_coco.html ├── 01 - training_simclr_iwang.html ├── 02 - layers.html ├── 02 - training_moco_iwang.html ├── 03 - distributed.html ├── 03 - training_byol_iwang.html ├── 04 - training_swav_iwang.html ├── 06 - training_dino_iwang.html ├── 07 - training_supcon_iwang.html ├── 10 - simclr.html ├── 11 - moco.html ├── 12 - byol.html ├── 13 - swav.html ├── 14 - barlow_twins.html ├── 15 - dino.html ├── 16 - supcon.html ├── 20 - clip.html ├── 21 - clip-moco.html ├── 70 - vision.metrics.html ├── 90 - models.vision_transformer.html ├── Gemfile ├── Gemfile.lock ├── _config.yml ├── _data │ ├── alerts.yml │ ├── definitions.yml │ ├── glossary.yml │ ├── sidebars │ │ └── home_sidebar.yml │ ├── tags.yml │ ├── terms.yml │ └── topnav.yml ├── _includes │ ├── archive.html │ ├── callout.html │ ├── footer.html │ ├── google_analytics.html │ ├── head.html │ ├── head_print.html │ ├── image.html │ ├── important.html │ ├── initialize_shuffle.html │ ├── inline_image.html │ ├── links.html │ ├── note.html │ ├── notebook_colab_link.html │ ├── search_google_custom.html │ ├── search_simple_jekyll.html │ ├── sidebar.html │ ├── tip.html │ ├── toc.html │ ├── topnav.html │ └── warning.html ├── _layouts │ ├── default.html │ ├── default_print.html │ ├── none.html │ ├── page.html │ └── page_print.html ├── css │ ├── bootstrap.min.css │ ├── boxshadowproperties.css │ ├── customstyles.css │ ├── font-awesome.min.css │ ├── fonts │ │ ├── FontAwesome.otf │ │ ├── fontawesome-webfont.eot │ │ ├── fontawesome-webfont.svg │ │ ├── fontawesome-webfont.ttf │ │ ├── fontawesome-webfont.woff │ │ └── fontawesome-webfont.woff2 │ ├── modern-business.css │ ├── printstyles.css │ ├── syntax.css │ ├── theme-blue.css │ └── theme-green.css ├── feed.xml ├── fonts │ ├── FontAwesome.otf │ ├── fontawesome-webfont.eot │ ├── fontawesome-webfont.svg │ ├── fontawesome-webfont.ttf │ ├── fontawesome-webfont.woff │ ├── glyphicons-halflings-regular.eot │ ├── glyphicons-halflings-regular.svg │ ├── glyphicons-halflings-regular.ttf │ ├── glyphicons-halflings-regular.woff │ └── glyphicons-halflings-regular.woff2 ├── images │ ├── barlow_twins.png │ ├── byol.png │ ├── clip.png │ ├── colab.svg │ ├── company_logo.png │ ├── company_logo_big.png │ ├── dino.png │ ├── doc_example.png │ ├── export_example.png │ ├── favicon.ico │ ├── moco.png │ ├── simclr.png │ ├── simclr_v2.png │ ├── supcon.png │ ├── swav.png │ ├── this_is_the_way.jpg │ └── workflowarrow.png ├── index.html ├── intro_tutorial.html ├── js │ ├── customscripts.js │ ├── jekyll-search.js │ ├── jquery.ba-throttle-debounce.min.js │ ├── jquery.navgoco.min.js │ ├── jquery.shuffle.min.js │ └── toc.js ├── licenses │ ├── LICENSE │ └── LICENSE-BSD-NAVGOCO.txt ├── sidebar.json ├── sitemap.xml ├── tooltips.json ├── training_byol_iwang.html ├── training_moco_iwang.html ├── training_simclr_iwang.html └── training_swav_iwang.html ├── examples ├── intro_tutorial.ipynb ├── misc │ ├── [old library]embedding_extraction.ipynb │ └── [old library]training_simclrV2_iwang.ipynb ├── multimodal │ ├── 01 - training_clip_coco.ipynb │ ├── training_clip.py │ └── zero_optimizer.py └── vision │ ├── 01 - training_simclr_iwang.ipynb │ ├── 02 - training_moco_iwang.ipynb │ ├── 03 - training_byol_iwang.ipynb │ ├── 04 - training_swav_iwang.ipynb │ ├── 05 - training_barlow_twins_iwang.ipynb │ ├── 06 - training_dino_iwang.ipynb │ ├── 07 - training_supcon_iwang.ipynb │ ├── training_supcon_iwang.py │ ├── training_supcon_moco_iwang.py │ ├── training_supcon_moco_sweep.yml │ └── training_supcon_sweep.yml ├── nbs ├── 01 - augmentations.ipynb ├── 02 - layers.ipynb ├── 03 - distributed.ipynb ├── 10 - simclr.ipynb ├── 11 - moco.ipynb ├── 12 - byol.ipynb ├── 13 - swav.ipynb ├── 14 - barlow_twins.ipynb ├── 15 - dino.ipynb ├── 16 - supcon.ipynb ├── 20 - clip.ipynb ├── 21 - clip-moco.ipynb ├── 70 - vision.metrics.ipynb ├── 90 - models.vision_transformer.ipynb ├── images │ ├── barlow_twins.png │ ├── barlow_twins_loss.png │ ├── byol.png │ ├── clip.png │ ├── dino.png │ ├── moco.png │ ├── puppy.jpg │ ├── simclr.png │ ├── simclr_v2.png │ ├── supcon.png │ ├── swav.png │ └── this_is_the_way.jpg └── index.ipynb ├── self_supervised ├── __init__.py ├── _nbdev.py ├── augmentations.py ├── dist.py ├── layers.py ├── models │ ├── __init__.py │ └── vision_transformer.py ├── multimodal │ ├── __init__.py │ ├── clip.py │ └── clip_moco.py └── vision │ ├── __init__.py │ ├── barlow_twins.py │ ├── byol.py │ ├── dino.py │ ├── metrics.py │ ├── moco.py │ ├── simclr.py │ ├── supcon.py │ └── swav.py ├── settings.ini └── setup.py /.devcontainer.json: -------------------------------------------------------------------------------- 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