liyipeng00

liyipeng00's Stars

• jgraph/drawio-desktop

  Official electron build of draw.io

  Language:JavaScript51.1k5311.5k5k

• pytorch/examples

  A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

  Language:Python22.5k3996419.6k

• lixin4ever/Conference-Acceptance-Rate

  Acceptance rates for the major AI conferences

  Language:Jupyter Notebook4.3k13028301

• jbhuang0604/awesome-tips

  3.5k994196

• innovation-cat/Awesome-Federated-Machine-Learning

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

  1.8k410272

• youngfish42/Awesome-FL

  Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)

  Language:Python1.5k396187

• google-research/federated

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

  Language:Python6932747196

• weimingwill/awesome-federated-learning

  All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.

  Language:Shell66625395

• KarhouTam/FL-bench

  Benchmark of federated learning. Dedicated to the community. 🤗

  Language:Python50768382

• IBM/federated-learning-lib

  A library for federated learning (a distributed machine learning process) in an enterprise environment.

  Language:Python5003059137

• vaseline555/Federated-Learning-in-PyTorch

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

  Language:Python41431989

• SymbioticLab/FedScale

  FedScale is a scalable and extensible open-source federated learning (FL) platform.

  Language:Python3891292119

• LeoMax-Xiong/bookshelf

  :books: books

  375

• QinbinLi/MOON

  Model-Contrastive Federated Learning (CVPR 2021)

  Language:Python26612455

• zhuangdizhu/FedGen

  Code and data accompanying the FedGen paper

  Language:Python24122670

• BayesWatch/cinic-10

  A drop-in replacement for CIFAR-10.

  Language:Jupyter Notebook23615522

• PatrykChrabaszcz/Imagenet32_Scripts

  Scripts for Imagenet 32 dataset

  Language:Python1506947

• ReproModel/repromodel

  Boosting the AI research efficiency

  Language:Python15022824

• lishenghui/blades

  Blades: A Unified Benchmark Suite for Byzantine Attacks and Defenses in Federated Learning

  Language:Python13422122

• LuminLiu/HierFL

  Implementation of paper "Client-Edge-Cloud Hierarchical Federated Learning

  Language:Python1104932

• hendrycks/pre-training

  Pre-Training Buys Better Robustness and Uncertainty Estimates (ICML 2019)

  Language:Python997717

• FLAIR-THU/VFLAIR

  THU-AIR Vertical Federated Learning general, extensible and light-weight framework

  Language:Python853720

• s-huu/Ditto

  Language:Python55338

• ZexiLee/ICML-2023-FedLAW

  The is the official implementation of ICML 2023 paper "Revisiting Weighted Aggregation in Federated Learning with Neural Networks".

  Language:Python49357

• woodenchild95/FL-Simulator

  Pytorch implementations of some general federated optimization methods.

  Language:Python36486

• savertm/Sageflow

  Sageflow: Robust Federated Learning against Both Stragglers and Adversaries at NeurIPS'21

  Language:Python9103

• IBM/fedau

  Code for ICLR 2024 paper "A Lightweight Method for Tackling Unknown Participation Statistics in Federated Averaging"

  Language:Python6401

• C3atUofU/Hierarchical-SGD

  Language:Python5101

• hongliny/Sharp-Bounds-for-FedAvg-and-Continuous-Perspective

  Language:Jupyter Notebook4200

• IBM/fl-arbitrary-participation

  Code for paper "A Unified Analysis of Federated Learning with Arbitrary Client Participation"

  Language:Python4413