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avddpg

Federated reinforcement learning applied to autonomous vehicle platoon control

cifar-10c-100c-dataset

Corruption and Perturbation Robustness (ICLR 2019)

cvprtoolbox-project

Real projects solving problems using https://github.com/sonots/cvprtoolbox

deconstructing-lottery-tickets

decryptlogin

APIs for loginning some websites using requests.

deep-learning-for-image-captioning

Deep CNN-LSTM for Generating Image Descriptions

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

dsr

eat_pytorch_in_20_days

Pytorch🍊🍉 is delicious, just eat it! 😋😋

eata

Code for ICML 2022 paper — Efficient Test-Time Model Adaptation without Forgetting

edgefed-marl-mec

elegantrl

Lightweight, efficient and stable implementations of deep reinforcement learning algorithms using PyTorch.

federated

A collection of Google research projects related to Federated Learning and Federated Analytics.

fedrl

Hao Jin, Yang Peng, Wenhao Yang, Shusen Wang and Zhihua Zhang. Federated Reinforcement Learning with Environment Heterogeneity. AISTATS, 2022.

flsim

A simulation framework for Federated Learning written in PyTorch

gomoku-first-move-always-win

Try the always win AI online

keras_pruning

A walkthrough of how to prune keras models, using both weight-pruning and unit/neuron-pruning.

latex-cookbook

LaTeX论文写作教程 (中文版)

lihang_book_algorithm

致力于将李航博士《统计学习方法》一书中所有算法实现一遍

lottery-ticket-hypothesis

A reimplementation of "The Lottery Ticket Hypothesis" (Frankle and Carbin) on MNIST.

lottery-ticket-hypothesis-in-pytorch

This repository contains a Pytorch implementation of the paper "The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks" by Jonathan Frankle and Michael Carbin that can be easily adapted to any model/dataset.

luckmatters

Understanding Training Dynamics of Deep ReLU Networks

machinevision-toolbox-matlab

Machine Vision Toolbox for MATLAB

oort

Oort: Efficient Federated Learning via Guided Participant Selection

pfl-moe

Federated Learning - PyTorch

prompt-fusion-extension

auto1111 webui extension for all sorts of prompt interpolations!

pymdptoolbox

Markov Decision Process (MDP) Toolbox for Python

pytorch-template

To be the world's best PyTorch project template.

rl_algorithms

Structural implementation of RL key algorithms

t-gnn

A re-implementation of T-GNN, a framework for pedestrian trajectory prediction that addresses the performance decrease caused by distribution differences across different domains, by leveraging domain-invariant graph neural networks and adaptive knowledge learning.