[ICML 2024 spotlight] This repository contains the implementation details for the paper "Locally Estimated Global Perturbations are Better than Local Perturbations for Federated Sharpness-aware Min…

An easy-to-use federated learning platform

Official Code for FedGCN [NeurIPS 2023]

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

MambaOut: Do We Really Need Mamba for Vision?

pytorch搭建自己的unet网络，训练自己的数据集。

Benchmark of federated learning. Dedicated to the community. 🤗

deep learning for image processing including classification and object-detection etc.

Code release for ConvNeXt model

CVPR 2024 论文和开源项目合集

This is code of book "Learn Deep Learning with PyTorch"

Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022

DeepWalk - Deep Learning for Graphs

Official Code Repository for the paper - Personalized Subgraph Federated Learning (ICML 2023)

Flower: A Friendly Federated Learning Framework

links to conference publications in graph-based deep learning

AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning

Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond

Handy PyTorch implementation of Federated Learning (for your painless research)

收集和梳理垂直领域的开源模型、数据集及评测基准。

保存微信历史版本

论文XMind笔记生成工具，将论文pdf通过ChatGPT转换为带有图片和公式的简要XMind笔记，提高论文阅读效率。

Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复

[AAAI'23] Federated Learning on Non-IID Graphs via Structural Knowledge Sharing

Collection of advice for prospective and current PhD students

[NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations

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