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align_uniform

Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere.

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

barlowtwins

PyTorch implementation of Barlow Twins.

byol-pytorch

PyTorch implementation of "Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning" with DDP and Apex AMP

ccmi

Classifier based mutual information, conditional mutual information estimation; conditional independence testing

coiltraine

Training framework for conditional imitation learning

data-collector

Data collector for version 0.8.4, also contains an client side agent

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

deeprl

Berkeley CS285 2019 homework solution

diva

Implementation of 'DIVA: Domain Invariant Variational Autoencoders'

doc-story-generation

due

Code for "On Feature Collapse and Deep Kernel Learning for Single Forward Pass Uncertainty".

explanation_quality_eval

facil

Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.

fair_noise_as_targets

Implementation of the Unsupervised learning by predicting noise paper

gin-config

Gin provides a lightweight configuration framework for Python

group_dro

Distributionally robust neural networks for group shifts

icarl

l2p

Learning to Prompt (L2P) for Continual Learning @ CVPR22

langchain

⚡ Building applications with LLMs through composability ⚡

lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

minillm

MiniLLM is a minimal system for running modern LLMs on consumer-grade GPUs

multi-view-information-bottleneck

mutual_information_and_self-supervised_learning

Notes and tutorials on "Mutual information and self-supervised learning"

obow

pytorch-universal-docker-template

Template repository to build PyTorch projects from source on any version of PyTorch/CUDA/cuDNN.

scenario_runner

Traffic scenario definition and execution engine

semanticcnn

uncertainty-baselines

High-quality implementations of standard and SOTA methods on a variety of tasks.