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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"

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

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

privacy-attacks-in-machine-learning

Membership Inference, Attribute Inference and Model Inversion attacks implemented using PyTorch.

private-data-generation

A toolbox for differentially private data generation

pyecharts

🎨 Python Echarts Plotting Library