Tutorials and paper lists for federated learning
☆69Oct 18, 2025Updated 11 months ago
Alternatives and similar repositories for Dive-into-Federated-Learning
Users that are interested in Dive-into-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:
- Standard federated learning implementations in FedLab and FL benchmarks.☆154Jan 29, 2024Updated 2 years ago
- PyFed generic framework of benchmark for Federated Learning☆11Oct 9, 2021Updated 4 years ago
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆828Oct 20, 2025Updated 10 months ago
- Federated Learning Framework Benchmark (UniFed)☆48Jun 14, 2023Updated 3 years ago
- Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)☆2,014May 20, 2026Updated 3 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Code for AISTATS'25 paper - On the Power of Adaptive Weighted Aggregation in Heterogeneous Federated Learning and Beyond☆14Sep 23, 2025Updated 11 months ago
- The first real-world FL benchmark for legal NLP☆14Nov 29, 2023Updated 2 years ago
- 联邦学习☆1,150Mar 14, 2023Updated 3 years ago
- Practical Vertical Federated Learning with Unsupervised Representation Learning (TBD 2022)☆21Feb 21, 2022Updated 4 years ago
- An easy-to-use federated learning platform☆299Aug 23, 2023Updated 3 years ago
- Official PyTorch Implementation of Federated Learning with Positive and Unlabeled Data☆10Aug 12, 2022Updated 4 years ago
- [ICLR 2024] FedCompass: Efficient Cross-Silo Federated Learning on Heterogeneous Client Devices Using a Computing Power-Aware Scheduler☆24Apr 24, 2024Updated 2 years ago
- A PyTorch Implementation of Federated Learning☆1,517Jul 25, 2024Updated 2 years ago
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆618Feb 26, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- This is the official supplementary document for the GCT data and its prediction task.☆10Feb 19, 2024Updated 2 years ago
- 联邦学习,后门攻击,简单实现☆27May 14, 2024Updated 2 years ago
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆2,020Sep 3, 2022Updated 4 years ago
- You only need to configure one file to support model heterogeneity. Consistent GPU memory usage for single or multiple clients.☆247Apr 23, 2026Updated 4 months ago
- This repository is an official Tensorflow 2 implementation of Federated Semi-Supervised Learning with Inter-Client Consistency & Disjoint…☆81Apr 25, 2022Updated 4 years ago
- ☆85Jan 6, 2022Updated 4 years ago
- [ICML2022] ProgFed: Effective, Communication, and Computation Efficient Federated Learning by Progressive Training☆23Oct 17, 2022Updated 3 years ago
- Source code for "FedSoft: Soft Clustered Federated Learning with Proximal Local Updating"☆20Apr 28, 2022Updated 4 years ago
- Code and data accompanying the FedGen paper☆260Oct 31, 2024Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.☆194Apr 11, 2025Updated last year
- KDD 2023 accepted paper, FedCP: Separating Feature Information for Personalized Federated Learning via Conditional Policy☆35Dec 17, 2024Updated last year
- A portable NetAssistant for TCP/UDP Debuger.☆13Apr 4, 2018Updated 8 years ago
- CVPR 2022: RSCFed: Random Sampling Consensus Federated Semi-supervised Learning☆49Jul 7, 2022Updated 4 years ago
- ☆23Jul 19, 2021Updated 5 years ago
- Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习☆638Apr 28, 2021Updated 5 years ago
- Master Federated Learning in 2 Hours—Run It on Your PC!☆2,163Jan 25, 2026Updated 7 months ago
- Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective"…☆87Jun 6, 2020Updated 6 years ago
- Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks (RAID 2018)☆48Nov 3, 2018Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆35Oct 12, 2022Updated 3 years ago
- ☆897Jul 27, 2024Updated 2 years ago
- FedPSO: Federated Learning Using Particle Swarm Optimization to Reduce Communication Costs☆19Dec 4, 2022Updated 3 years ago
- LeetCode problems using Python language.☆25Feb 25, 2024Updated 2 years ago
- ☆36Jan 5, 2022Updated 4 years ago
- This is a implemention of FedAvg in paper Communication-Efficient Learning of Deep Networks from Decentralized Data.☆33Apr 22, 2021Updated 5 years ago
- ☆40Sep 25, 2023Updated 2 years ago