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easy-rl

强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github.io/easy-rl/

english-writing

Enhance Your English Writing

fedcon-pytorch

A PyTorch implementation for the paper FedCon: A Contrastive Framework for Federated Semi-Supervised Learning.

federated-learning

A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561

federated-learning-with-differential-privacy

Implementation of dp-based federated learning framework using PyTorch

fl-bench

Benchmark of federated learning, dedicated to the community.

fl-mia

Federated Learning and Membership Inference Attacks experiments on CIFAR10

fl_rl

A simulation framework for Federated Learning written in PyTorch

foolsgold

A sybil-resilient distributed learning protocol.

gnn_review

GNN综述阅读报告

graph_nets

PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT.

gym-minigrid

Minimalistic gridworld package for OpenAI Gym

gzhu-report-latex-version

我自己制作的广州大学Latex报告模板，有毕业设计，课程设计，毕业论文，等等🎈

highwayenv

A minimalist environment for decision-making in autonomous driving

imagenet32_scripts

Scripts for Imagenet 32 dataset

jobschedule

Implementation of paper "Research on Adaptive Job Shop Scheduling Problems Based on Dueling Double DQN"

jssenv

An OpenAi Gym environment for the Job Shop Scheduling problem.

latent-backdoor

This is the documentation of the Tensorflow/Keras implementation of Latent Backdoor Attacks. Please see the paper for details Latent Backdoor Attacks on Deep Neural Networks, CCS'19.

latex_paper_writing_tips

Tips for Writing a Research Paper using LaTeX

lihang_algorithms

用python和sklearn两种方法实现李航《统计学习方法》中的算法

machine_unlearning_papers

Existing Literature about Machine Unlearning

minimalrl

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

mirror

Code for NDSS 2022 paper "MIRROR: Model Inversion for Deep Learning Network with High Fidelity"

mnistgans

Some implementations of GAN.

model_inversion_linearmodel

Implementation of a model inversion attack

myarxiv

notion-zh_cn

notion 中文化

oral_practice_with_openai

plotneuralnet

Latex code for making neural networks diagrams

ppo-pytorch

Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch