Topic: "federated-learning"
visenger/awesome-mlops
A curated list of references for MLOps
Size: 1.36 MB - Last synced at: 9 days ago - Pushed at: 6 months ago - Stars: 13,082 - Forks: 1,943
OpenMined/PySyft
Perform data science on data that remains in someone else's server
Language: Python - Size: 736 MB - Last synced at: 3 days ago - Pushed at: 9 days ago - Stars: 9,681 - Forks: 1,996
FederatedAI/FATE
An Industrial Grade Federated Learning Framework
Language: Python - Size: 236 MB - Last synced at: 4 days ago - Pushed at: 6 months ago - Stars: 5,885 - Forks: 1,563
adap/flower
Flower: A Friendly Federated AI Framework
Language: Python - Size: 154 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 5,879 - Forks: 993
FedML-AI/FedML
FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.
Language: Python - Size: 892 MB - Last synced at: 6 days ago - Pushed at: 2 months ago - Stars: 3,859 - Forks: 744
secretflow/secretflow
A unified framework for privacy-preserving data analysis and machine learning
Language: Python - Size: 198 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 2,441 - Forks: 439
chaoyanghe/Awesome-Federated-Learning
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
Size: 210 KB - Last synced at: about 22 hours ago - Pushed at: over 2 years ago - Stars: 1,957 - Forks: 329
innovation-cat/Awesome-Federated-Machine-Learning
Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
Size: 411 KB - Last synced at: 7 days ago - Pushed at: 12 months ago - Stars: 1,930 - Forks: 283
TsingZ0/PFLlib
Master Federated Learning in 2 Hours—Run It on Your PC!
Language: Python - Size: 45.7 MB - Last synced at: 7 days ago - Pushed at: 21 days ago - Stars: 1,737 - Forks: 345
youngfish42/Awesome-FL
Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
Language: Python - Size: 5.11 MB - Last synced at: 3 days ago - Pushed at: 14 days ago - Stars: 1,708 - Forks: 195
alibaba/FederatedScope
An easy-to-use federated learning platform
Language: Python - Size: 300 MB - Last synced at: 5 days ago - Pushed at: 9 months ago - Stars: 1,414 - Forks: 229
shaoxiongji/federated-learning
A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561
Language: Python - Size: 30.3 KB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 1,365 - Forks: 380
AshwinRJ/Federated-Learning-PyTorch
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
Language: Python - Size: 209 KB - Last synced at: 8 days ago - Pushed at: about 1 year ago - Stars: 1,339 - Forks: 457
primihub/primihub
Privacy-Preserving Computing Platform 由密码学专家团队打造的开源隐私计算平台，支持多方安全计算、联邦学习、隐私求交、匿踪查询等。
Language: C++ - Size: 19.5 MB - Last synced at: about 13 hours ago - Pushed at: 5 months ago - Stars: 1,324 - Forks: 175
MedMNIST/MedMNIST
[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification
Language: Python - Size: 13.6 MB - Last synced at: 1 day ago - Pushed at: 4 months ago - Stars: 1,186 - Forks: 179
securefederatedai/openfl
An Open Framework for Federated Learning.
Language: Python - Size: 132 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 772 - Forks: 226
SMILELab-FL/FedLab
A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
Language: Jupyter Notebook - Size: 85.6 MB - Last synced at: 13 days ago - Pushed at: 9 months ago - Stars: 764 - Forks: 130
wardseptember/notes
算法刷题指南、Java多线程与高并发、Java集合源码、Spring boot、Spring Cloud等笔记，源码级学习笔记后续也会更新。
Language: HTML - Size: 374 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 747 - Forks: 187
NVIDIA/NVFlare
NVIDIA Federated Learning Application Runtime Environment
Language: Python - Size: 114 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 731 - Forks: 189
BUAA-BDA/OpenHuFu
OpenHuFu is an open-sourced data federation system to support collaborative queries over multi databases with security guarantee.
Language: Java - Size: 9.36 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 722 - Forks: 291
weimingwill/awesome-federated-learning
All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
Language: Shell - Size: 271 KB - Last synced at: 7 days ago - Pushed at: 7 months ago - Stars: 693 - Forks: 97
mbs0221-mlsys/Multitask-Learning
Awesome Multitask Learning Resources
Size: 29.3 MB - Last synced at: 4 months ago - Pushed at: about 4 years ago - Stars: 654 - Forks: 144
achuthasubhash/Complete-Life-Cycle-of-a-Data-Science-Project
Complete-Life-Cycle-of-a-Data-Science-Project
Size: 156 MB - Last synced at: 8 days ago - Pushed at: 11 months ago - Stars: 609 - Forks: 250
WwZzz/easyFL
An experimental platform for federated learning.
Language: Jupyter Notebook - Size: 12.6 MB - Last synced at: 13 days ago - Pushed at: 3 months ago - Stars: 590 - Forks: 94
Xtra-Computing/NIID-Bench
Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)
Language: Python - Size: 1.11 MB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 588 - Forks: 119
KarhouTam/FL-bench
Benchmark of federated learning. Dedicated to the community. 🤗
Language: Python - Size: 8.66 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 582 - Forks: 99
LatticeX-Foundation/Rosetta
A Privacy-Preserving Framework Based on TensorFlow
Language: C++ - Size: 16.8 MB - Last synced at: 13 days ago - Pushed at: about 3 years ago - Stars: 556 - Forks: 110
poga/awesome-federated-learning
resources about federated learning and privacy in machine learning
Size: 62.5 KB - Last synced at: 7 days ago - Pushed at: 11 months ago - Stars: 535 - Forks: 93
bioint/MetisFL
The first open Federated Learning framework implemented in C++ and Python.
Language: Python - Size: 2.91 MB - Last synced at: 6 months ago - Pushed at: 11 months ago - Stars: 529 - Forks: 44
tushar-semwal/awesome-federated-computing
:books: :eyeglasses: A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.
Size: 138 KB - Last synced at: 7 days ago - Pushed at: almost 2 years ago - Stars: 476 - Forks: 85
FederatedAI/KubeFATE
Manage federated learning workload using cloud native technologies.
Language: Go - Size: 51.9 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 422 - Forks: 221
bharathgs/Awesome-Distributed-Deep-Learning
A curated list of awesome Distributed Deep Learning resources.
Size: 53.7 KB - Last synced at: 5 days ago - Pushed at: 10 months ago - Stars: 421 - Forks: 85
1duo/awesome-ai-infrastructures
Infrastructures™ for Machine Learning Training/Inference in Production.
Size: 11.8 MB - Last synced at: 7 days ago - Pushed at: almost 6 years ago - Stars: 413 - Forks: 74
SymbioticLab/FedScale
FedScale is a scalable and extensible open-source federated learning (FL) platform.
Language: Python - Size: 78.8 MB - Last synced at: 13 days ago - Pushed at: over 1 year ago - Stars: 396 - Forks: 121
Koukyosyumei/AIJack
Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)
Language: C++ - Size: 152 MB - Last synced at: 24 days ago - Pushed at: 25 days ago - Stars: 388 - Forks: 63
microsoft/PersonalizedFL
Personalized federated learning codebase for research
Language: Python - Size: 272 KB - Last synced at: about 3 hours ago - Pushed at: over 1 year ago - Stars: 388 - Forks: 51
EnnengYang/Awesome-Model-Merging-Methods-Theories-Applications
Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. arXiv:2408.07666.
Size: 2.04 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 378 - Forks: 17
SAP-samples/machine-learning-diff-private-federated-learning
Simulate a federated setting and run differentially private federated learning.
Language: Python - Size: 83 KB - Last synced at: 26 days ago - Pushed at: 2 months ago - Stars: 373 - Forks: 92
JeffffffFu/Awesome-Differential-Privacy-and-Meachine-Learning
Paper notes and code for differentially private machine learning
Language: Python - Size: 263 MB - Last synced at: 2 days ago - Pushed at: 6 months ago - Stars: 356 - Forks: 36
ebagdasa/backdoors101
Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.
Language: Python - Size: 29.2 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 349 - Forks: 81
huweibo/Awesome-Federated-Learning-on-Graph-and-GNN-papers
Federated learning on graph, especially on graph neural networks (GNNs), knowledge graph, and private GNN.
Size: 33.2 KB - Last synced at: 7 days ago - Pushed at: about 1 year ago - Stars: 340 - Forks: 49
apple/pfl-research
Simulation framework for accelerating research in Private Federated Learning
Language: Jupyter Notebook - Size: 3.66 MB - Last synced at: 16 days ago - Pushed at: 3 months ago - Stars: 325 - Forks: 36
EnnengYang/Awesome-Forgetting-in-Deep-Learning
A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.
Size: 438 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 299 - Forks: 13
weimingwill/EasyFL
An easy-to-use federated learning platform
Language: Python - Size: 2.1 MB - Last synced at: 9 months ago - Pushed at: over 1 year ago - Stars: 294 - Forks: 49
JonasGeiping/breaching
Breaching privacy in federated learning scenarios for vision and text
Language: Python - Size: 168 MB - Last synced at: 17 days ago - Pushed at: about 1 year ago - Stars: 286 - Forks: 67
vaseline555/Federated-Learning-in-PyTorch
Handy PyTorch implementation of Federated Learning (for your painless research)
Language: Python - Size: 148 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 279 - Forks: 69
Substra/substra
Low-level Python library used to interact with a Substra network
Language: Python - Size: 5.43 MB - Last synced at: 9 days ago - Pushed at: 7 months ago - Stars: 278 - Forks: 36
QinbinLi/MOON
Model-Contrastive Federated Learning (CVPR 2021)
Language: Python - Size: 18.6 KB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 278 - Forks: 57
google/fedjax
FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.
Language: Python - Size: 841 KB - Last synced at: 25 days ago - Pushed at: about 1 month ago - Stars: 261 - Forks: 42
Bisonai/awesome-edge-machine-learning
A curated list of awesome edge machine learning resources, including research papers, inference engines, challenges, books, meetups and others.
Language: Python - Size: 135 KB - Last synced at: 1 day ago - Pushed at: about 2 years ago - Stars: 261 - Forks: 50
CharlieDinh/pFedMe
Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)
Language: Python - Size: 11 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 260 - Forks: 84
wenzhu23333/Differential-Privacy-Based-Federated-Learning
Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shakespeare, mnist, cifar-10 and fashion-mnist. )
Language: Python - Size: 50 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 255 - Forks: 43
GalaxyLearning/GFL
Galaxy Federated Learning Framework （星际联邦学习框架）
Language: Python - Size: 2.27 MB - Last synced at: 27 days ago - Pushed at: over 2 years ago - Stars: 249 - Forks: 60
pliang279/LG-FedAvg
[NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations
Language: Python - Size: 10.8 MB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 236 - Forks: 54
JayZhang42/FederatedGPT-Shepherd
Shepherd: A foundational framework enabling federated instruction tuning for large language models
Language: Python - Size: 7.13 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 229 - Forks: 38
litian96/fair_flearn
Fair Resource Allocation in Federated Learning (ICLR '20)
Language: Python - Size: 2.08 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 223 - Forks: 58
FedML-AI/FedNLP
FedNLP: An Industry and Research Integrated Platform for Federated Learning in Natural Language Processing, Backed by FedML, Inc. The Previous Research Version is Accepted to NAACL 2022
Size: 11.9 MB - Last synced at: 9 days ago - Pushed at: almost 3 years ago - Stars: 223 - Forks: 44
OpenMined/PyVertical
Privacy Preserving Vertical Federated Learning
Language: Python - Size: 23.9 MB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 218 - Forks: 52
owkin/FLamby
Cross-silo Federated Learning playground in Python. Discover 7 real-world federated datasets to test your new FL strategies and try to beat the leaderboard.
Language: Python - Size: 68 MB - Last synced at: 5 days ago - Pushed at: 11 months ago - Stars: 215 - Forks: 25
xaynetwork/xaynet 📦
Xaynet represents an agnostic Federated Machine Learning framework to build privacy-preserving AI applications.
Language: Rust - Size: 6.81 MB - Last synced at: 19 days ago - Pushed at: over 2 years ago - Stars: 199 - Forks: 28
OpenMined/SyferText
A privacy preserving NLP framework
Language: Python - Size: 1.3 MB - Last synced at: 10 months ago - Pushed at: about 2 years ago - Stars: 196 - Forks: 49
MLOPTPSU/FedTorch
FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.
Language: Python - Size: 304 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 190 - Forks: 35
microsoft/msrflute
Federated Learning Utilities and Tools for Experimentation
Language: Python - Size: 4.72 MB - Last synced at: about 3 hours ago - Pushed at: over 1 year ago - Stars: 189 - Forks: 23
jindongwang/tlbook-code
Code for Transfer Learning book--《迁移学习导论》配套代码
Language: Python - Size: 7.05 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 188 - Forks: 38
iQua/flsim
A simulation framework for Federated Learning written in PyTorch
Language: Python - Size: 34.2 KB - Last synced at: 10 months ago - Pushed at: about 3 years ago - Stars: 188 - Forks: 63
FedML-AI/FedGraphNN
FedGraphNN: A Federated Learning Platform for Graph Neural Networks with MLOps Support. The previous research version is accepted to ICLR'2021 - DPML and MLSys'21 - GNNSys workshops.
Size: 80.8 MB - Last synced at: about 1 hour ago - Pushed at: over 1 year ago - Stars: 180 - Forks: 42
beiyuouo/arxiv-daily
🎓 Automatically Update Some Fields Papers Daily using Github Actions (Update Every 12th hours)
Language: Python - Size: 33.8 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 171 - Forks: 51
JYWa/FedNova
PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.
Language: Python - Size: 97.7 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 169 - Forks: 37
epfml/disco
DISCO is a code-free and installation-free browser platform that allows any non-technical user to collaboratively train machine learning models without sharing any private data.
Language: TypeScript - Size: 14.5 MB - Last synced at: 4 days ago - Pushed at: 9 days ago - Stars: 165 - Forks: 28
NUAA-SmartSensing/FedModule
联邦学习模块化框架，支持各类FL。A universal federated learning framework, free to switch thread and process modes
Language: Python - Size: 12.1 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 163 - Forks: 21
SMILELab-FL/FedLab-benchmarks
Standard federated learning implementations in FedLab and FL benchmarks.
Language: Jupyter Notebook - Size: 52.9 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 155 - Forks: 44
scaleoutsystems/fedn
FEDn: An enterprise-ready and vendor-agnostic federated learning platform.
Language: Python - Size: 356 MB - Last synced at: about 15 hours ago - Pushed at: about 15 hours ago - Stars: 154 - Forks: 35
AI-secure/DBA
DBA: Distributed Backdoor Attacks against Federated Learning (ICLR 2020)
Language: Python - Size: 47.9 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 153 - Forks: 40
omarfoq/FedEM
Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)
Language: Python - Size: 69.3 KB - Last synced at: 11 months ago - Pushed at: over 2 years ago - Stars: 152 - Forks: 28
TsingZ0/HtFLlib
You only need to configure one file to support model heterogeneity. Consistent GPU memory usage for single or multiple clients.
Language: Python - Size: 52.5 MB - Last synced at: 26 days ago - Pushed at: 27 days ago - Stars: 147 - Forks: 8
Xtra-Computing/FedTree
A tree-based federated learning system (MLSys 2023)
Language: C++ - Size: 35.6 MB - Last synced at: 5 days ago - Pushed at: 4 months ago - Stars: 147 - Forks: 41
IBM/probabilistic-federated-neural-matching 📦
Bayesian Nonparametric Federated Learning of Neural Networks
Language: Python - Size: 22.5 KB - Last synced at: 8 days ago - Pushed at: almost 6 years ago - Stars: 144 - Forks: 30
mccorby/PhotoLabeller
Federated Learning: Client application doing classification of images and local training. Works better with the Parameter Server at https://github.com/mccorby/PhotoLabellerServer
Language: Kotlin - Size: 8.03 MB - Last synced at: 21 days ago - Pushed at: about 6 years ago - Stars: 144 - Forks: 24
lishenghui/blades
⚔️ Blades: A Unified Benchmark Suite for Attacks and Defenses in Federated Learning
Language: Python - Size: 13.1 MB - Last synced at: 6 days ago - Pushed at: 3 months ago - Stars: 141 - Forks: 22
diaoenmao/HeteroFL-Computation-and-Communication-Efficient-Federated-Learning-for-Heterogeneous-Clients
[ICLR 2021] HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients
Language: Python - Size: 23.8 MB - Last synced at: 8 months ago - Pushed at: about 2 years ago - Stars: 141 - Forks: 33
FederatedAI/FATE-Serving
A scalable, high-performance serving system for federated learning models
Language: Java - Size: 28.8 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 139 - Forks: 77
anupamkliv/FedERA
FedERA is a modular and fully customizable open-source FL framework, aiming to address these issues by offering comprehensive support for heterogeneous edge devices and incorporating both standalone and distributed computing. It includes new software modules to enhance usability and promote environ- mental sustainability.
Language: Jupyter Notebook - Size: 2.82 MB - Last synced at: 20 days ago - Pushed at: about 2 months ago - Stars: 137 - Forks: 61
mplspunk/awesome-privacy-engineering
A curated list of resources related to privacy engineering
Size: 513 KB - Last synced at: 3 days ago - Pushed at: 8 months ago - Stars: 132 - Forks: 24
alexjungaalto/FederatedLearning
Material workbench for the master-level course CS-E4740 "Federated Learning"
Language: Jupyter Notebook - Size: 248 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 129 - Forks: 47
mccorby/FederatedAndroidTrainer
See new version https://github.com/mccorby/PhotoLabeller
Language: Java - Size: 285 KB - Last synced at: 21 days ago - Pushed at: about 7 years ago - Stars: 128 - Forks: 27
QVQZZZ/HeFlwr
HeFlwr: Federated Learning for Heterogeneous Devices
Language: Python - Size: 24.5 MB - Last synced at: 12 days ago - Pushed at: 2 months ago - Stars: 118 - Forks: 13
primihub/primihub-platform
PrimiHub platform is a Muti-Party Computation and Muti-Party federated task security scheduling platform for MPC and FL point to point service.
Language: Java - Size: 44.1 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 117 - Forks: 32
beiyuouo/awesome-asynchronous-federated-learning
📦 Collect some Asynchronous Federated Learning papers.
Language: Python - Size: 101 KB - Last synced at: 7 days ago - Pushed at: over 1 year ago - Stars: 115 - Forks: 7
TsingZ0/FedALA
AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning
Language: Python - Size: 22.5 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 110 - Forks: 17
ambianic/ambianic-edge
The core runtime engine for Ambianic Edge devices.
Language: Python - Size: 209 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 109 - Forks: 44
lishenghui/awesome-fm-fl
✨✨A curated list of latest advances on Large Foundation Models with Federated Learning
Language: Python - Size: 604 KB - Last synced at: 12 days ago - Pushed at: about 2 months ago - Stars: 107 - Forks: 7
GitDataAI/jzfs
Git based Version Control File System for joint management of code, data, model and their relationship.
Language: Rust - Size: 3.92 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 106 - Forks: 11
p2pfl/p2pfl
P2PFL is a decentralized federated learning library that enables federated learning on peer-to-peer networks using gossip protocols, making collaborative AI model training possible without reliance on central servers.
Language: Python - Size: 47.3 MB - Last synced at: 4 days ago - Pushed at: 18 days ago - Stars: 103 - Forks: 26
FederatedAI/FATE-Board
FATE's Visualization Toolkit
Language: Java - Size: 13.4 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 101 - Forks: 62
secretflow/kuscia
Kuscia(Kubernetes-based Secure Collaborative InfrA) is a K8s-based privacy-preserving computing task orchestration framework.
Language: Go - Size: 15.6 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 97 - Forks: 79
ray-project/rayfed
A multiple parties joint, distributed execution engine based on Ray, to help build your own federated learning frameworks in minutes.
Language: Python - Size: 1.38 MB - Last synced at: 9 days ago - Pushed at: 9 months ago - Stars: 96 - Forks: 22
apple/ml-flair
A large labelled image dataset for benchmarking in federated learning
Language: Jupyter Notebook - Size: 6.47 MB - Last synced at: 11 days ago - Pushed at: about 1 year ago - Stars: 95 - Forks: 15
monk1337/Aweome-Heathcare-Federated-Learning
A curated list of Federated Learning papers/articles and recent advancements.
Size: 454 KB - Last synced at: 2 days ago - Pushed at: about 2 years ago - Stars: 94 - Forks: 16
SymbioticLab/Oort
Oort: Efficient Federated Learning via Guided Participant Selection
Language: Python - Size: 116 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 94 - Forks: 25
flint-xf-fan/Byzantine-Federated-RL
[NeurIPS2021] Federated Reinforcement Learning with Theoretical Guarantees. The repo contains code and experiments for our Federated Policy Gradient with Byzantine Resilience framework for improving sample efficiency of RL agents.
Language: Python - Size: 446 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 92 - Forks: 12
