Kernel-InfoNCE

(★ 21)

[ICLR 2024] Contrastive Learning Is Spectral Clustering On Similarity Graph (https://arxiv.org/abs/2303.15103)

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Matrix-SSL ★ 34

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

Python
lanser-cli ★ 18

[Lanser-CLI] Official Implementation of "Reinforcement Learning from Compiler and Language Server Feedback" (https://arxiv.org/abs/2510.22907)

Python
M-MAE ★ 15

[ICML 2024] Matrix Variational Masked Autoencoder (M-MAE) for ICML paper "Information Flow in Self-Supervised Learning" (https://arxiv.org/abs/2309.17281)

Python
how-to-train-frontier-models ★ 12

No description provided.
Pretraining-RL-Science ★ 9

Pretraining RL Science

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  • .gitignore
  • cifar100_datamodule.py
  • environment.yaml
  • model_checkpoint.py
  • random_search.py
  • README.md
  • simclr.py
  • simclr_finetune.py
  • simclr_module.py
  • ssl_online.py
  • tiny_imagenet_datamodule.py
  • transforms.py

# 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.

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Example

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:

// repository documentation