An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch
☆131May 20, 2023Updated 3 years ago
Alternatives and similar repositories for Federated-Learning
Users that are interested in Federated-Learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shak…☆423Oct 26, 2024Updated last year
- Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective"…☆43Oct 29, 2021Updated 4 years ago
- A computation-parallel deep learning architecture.☆13Sep 25, 2019Updated 6 years ago
- Implementation of dp-based federated learning framework using PyTorch☆321Jan 3, 2026Updated 5 months ago
- ☆12Jun 2, 2023Updated 3 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- A PyTorch Implementation of Federated Learning☆1,516Jul 25, 2024Updated last year
- A list of papers using/about Federated Learning especially malicious client and attacks.☆12Aug 22, 2020Updated 5 years ago
- Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints☆187Mar 16, 2021Updated 5 years ago
- Code Implemntion from the article Multi-Armed Bandit Based Client Schedulingfor Federated Learning☆17Mar 27, 2021Updated 5 years ago
- Leaf: A Benchmark for Federated Settings☆908Mar 24, 2023Updated 3 years ago
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆616Feb 26, 2024Updated 2 years ago
- Asynchronous Federated Learning☆19Oct 5, 2021Updated 4 years ago
- ☆22Aug 3, 2022Updated 3 years ago
- Code for Data Poisoning Attacks Against Federated Learning Systems☆206Jun 13, 2021Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.☆228Oct 21, 2020Updated 5 years ago
- PyTorch implementation of SCAFFOLD (Stochastic Controlled Averaging for Federated Learning, ICML 2020).☆70Jun 28, 2022Updated 3 years ago
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆161Apr 30, 2022Updated 4 years ago
- Oort: Efficient Federated Learning via Guided Participant Selection☆137Oct 27, 2021Updated 4 years ago
- fully ready experiments☆40Jul 18, 2022Updated 3 years ago
- ☆38Apr 9, 2021Updated 5 years ago
- Differentially Private Federated Learning: A Client Level Perspective☆12Jul 3, 2019Updated 6 years ago
- Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)☆164Nov 7, 2022Updated 3 years ago
- ☆16Dec 11, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [Usenix Security 2024] Official code implementation of "BackdoorIndicator: Leveraging OOD Data for Proactive Backdoor Detection in Federa…☆49Sep 10, 2025Updated 9 months ago
- ☆10Dec 18, 2024Updated last year
- Official implementation of "Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective"☆57May 4, 2023Updated 3 years ago
- Handy PyTorch implementation of Federated Learning (for your painless research)☆471Nov 16, 2023Updated 2 years ago
- Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond☆2,079May 30, 2024Updated 2 years ago
- Adaptive gradient sparsification for efficient federated learning: an online learning approach☆18Oct 31, 2020Updated 5 years ago
- Master Federated Learning in 2 Hours—Run It on Your PC!☆2,136Jan 25, 2026Updated 4 months ago
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,438May 7, 2024Updated 2 years ago
- ☆10Oct 31, 2022Updated 3 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Simulate a federated setting and run differentially private federated learning.☆391Mar 7, 2025Updated last year
- This is the code for our paper `Robust Federated Learning with Attack-Adaptive Aggregation' accepted by FTL-IJCAI'21.☆46Jun 12, 2023Updated 3 years ago
- ✨✨A curated list of latest advances on Large Foundation Models with Federated Learning☆157Jan 21, 2026Updated 5 months ago
- Multiple Edge Servers Assignment for Local Device in Hierarchical Federated Learning☆19Apr 26, 2021Updated 5 years ago
- XDU-计科网安方向大数据安全与隐私实验三阶梯三-数据差分隐私处理☆13Jun 25, 2022Updated 3 years ago
- Repo. for IPSN 2022 paper: "BalanceFL: Addressing Class Imbalance in Long-Tail Federated Learning".☆23Jul 22, 2022Updated 3 years ago
- This is the repository for the work "An ensemble mechanism to tackle the heterogeneity in asynchronous federated learning"☆10Nov 19, 2021Updated 4 years ago