FedZoo-Bench: An open source PyTorch libarary for federated learning with implementation of more than 22 algorithms
☆19Feb 25, 2025Updated last year
Alternatives and similar repositories for FedZoo-Bench
Users that are interested in FedZoo-Bench are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Clustered Federated Learning via Gradient-based Partitioning (ICML 2024)☆15Jun 15, 2025Updated 9 months ago
- ☆13Jan 16, 2025Updated last year
- (CVPR 2024) FLHetBench: Benchmarking Device and State Heterogeneity in Federated Learning☆20Jun 21, 2024Updated last year
- 🎓Automatically Update Distributed Learning Papers Daily using Github Actions (Update Every 12th hours)☆47Updated this week
- Source code for MICCAI 2023 paper entitled: 'FeSViBS: Federated Split Learning of Vision Transformer with Block Sampling'☆20Sep 25, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- This repository contains prototype software implementation of Threshold FHE, i.e., Fully Homomorphic Encryption with threshold decryption…☆10Dec 1, 2022Updated 3 years ago
- Implementation of Federated Learning algorithms such as FedAvg, FedAvgM, SCAFFOLD, FedOpt, Mime using PyTorch.☆12Jan 2, 2023Updated 3 years ago
- Codes of PrivateKT☆15May 7, 2023Updated 2 years ago
- Code for ScaleFL☆34Dec 11, 2025Updated 3 months ago
- ☆14Oct 12, 2024Updated last year
- ☆13Jul 1, 2024Updated last year
- Selective Aggregation for Low-Rank Adaptation in Federated Learning [ICLR 2025]☆61Apr 17, 2025Updated 11 months ago
- Self Supervised Learning for Time Series Using Similarity Distillation☆12Jun 29, 2022Updated 3 years ago
- Source code for the paper titled: "Unlocking the full potential of smart charging: Addressing paused and delayed charging problems in ele…☆11May 22, 2024Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- FedDefender is a novel defense mechanism designed to safeguard Federated Learning from the poisoning attacks (i.e., backdoor attacks).☆15Jul 6, 2024Updated last year
- pFedDef: Defending Grey-Box Attacks for Personalized Federated Learning☆10May 31, 2023Updated 2 years ago
- This is official code for ASFL.☆22Mar 3, 2025Updated last year
- Paper List for Gradient Inversion Attacks in Federated Learning [IEEE TPAMI 2026]☆31Mar 20, 2026Updated last week
- Code for Neural Networks journal paper - StoCFL: A stochastically clustered federated learning framework for Non-IID data with dynamic cl…☆12Apr 28, 2024Updated last year
- Implementation of a client reputation, gradient checking and homomorphic encryption mechanism to defend a federated learning system from …☆17Jan 11, 2024Updated 2 years ago
- Source code for our ICCEP paper "Secure short-term load forecasting for smart grids with transformer-based federated learning".☆18Nov 14, 2023Updated 2 years ago
- HyperFL [AAAI 2025] & HyperFL++.☆21Jul 3, 2025Updated 8 months ago
- ☆27Dec 15, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks☆26Nov 13, 2022Updated 3 years ago
- Federated Learning (FL) experiment simulation in Python.☆22Mar 19, 2026Updated last week
- Federated Learning on Energy Dataset for load forecasting using clustering and sequential DNN methods☆14Sep 19, 2024Updated last year
- Every work on Federated Learning Pruning☆23Feb 10, 2023Updated 3 years ago
- Papers related to federated learning in top conferences (2020-2024).☆70Oct 14, 2024Updated last year
- ☆13Sep 25, 2023Updated 2 years ago
- Code for "Deep Learning for In Vivo Near-Infrared Imaging".☆22Sep 26, 2023Updated 2 years ago
- [TMLR'24] This repository includes the official implementation our paper "FedConv: Enhancing Convolutional Neural Networks for Handling D…☆25Apr 30, 2024Updated last year
- 长江雨课堂刷课脚本，仅供参考学习使用☆13Mar 8, 2023Updated 3 years ago
- 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.
- PyTorch Implementation of Federated Reconstruction: Partially Local Federated Learning☆15Oct 9, 2022Updated 3 years ago
- A code from paper "A Global Modeling Framework for Load Forecasting in Distribution Networks"☆12Apr 11, 2023Updated 2 years ago
- Implementation of the SuRP algorithm by the authors of the AISTATS 2022 paper "An Information-Theoretic Justification for Model Pruning".…☆13May 4, 2022Updated 3 years ago
- Code for USENIX Security 2023 Paper "Every Vote Counts: Ranking-Based Training of Federated Learning to Resist Poisoning Attacks"☆21May 19, 2024Updated last year
- ☆10Jul 22, 2025Updated 8 months ago
- Scalable Probabilistic Estimates of Electric Vehicle Charging (SPEECh)☆12Nov 12, 2024Updated last year
- This code uses federated learning to forecast electrical power consumption of households while protecting data privacy.☆12Mar 9, 2024Updated 2 years ago