Matrix-SSL

(★ 34)

[ICML 2024] Matrix Information Theory for Self-supervised Learning (https://arxiv.org/abs/2305.17326)

File Explorer

  • .gitignore
  • environment_ssl.yaml
  • linear.sh
  • main_lincls.py
  • main_pretrain.py
  • pretrain.sh
  • README.md

# Use via CDN

jsDelivr

jsDelivr serves any public GitHub repository as a CDN with zero setup. Pick a version and a file to get a ready-to-paste link and snippet.

Command Glossary

Commands referenced in this DOCs, explained below.

🔍

conda env

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Manage conda environments.

conda env create {{[-f|--file]}} {{path/to/file}}

Create an environment from an environment file (YAML, TXT, etc.):

conda env remove {{[-n|--name]}} {{environment_name}}

Delete an environment and everything in it:

conda env update {{[-f|--file]}} {{path/to/file}} --prune

Update an environment based on an environment file:

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python

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Python language interpreter.

python

Start a REPL (interactive shell):

python {{path/to/file.py}}

Execute a specific Python file:

python -i {{path/to/file.py}}

Execute a specific Python file and start a REPL:

# Project Badges

  • arXiv arXiv Visit
  • Python 3.10 Python 3.10
// repository documentation