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 10 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)☆48Updated this week
- Source code for MICCAI 2023 paper entitled: 'FeSViBS: Federated Split Learning of Vision Transformer with Block Sampling'☆21Sep 25, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 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 3 years ago
- Code for ScaleFL☆34Dec 11, 2025Updated 4 months ago
- ☆13Jul 1, 2024Updated last year
- Official Code for PACFL AAAI 2023☆45Aug 6, 2023Updated 2 years ago
- Selective Aggregation for Low-Rank Adaptation in Federated Learning [ICLR 2025]☆64Apr 17, 2025Updated last year
- Self Supervised Learning for Time Series Using Similarity Distillation☆12Jun 29, 2022Updated 3 years ago
- FedDefender is a novel defense mechanism designed to safeguard Federated Learning from the poisoning attacks (i.e., backdoor attacks).☆16Jul 6, 2024Updated last year
- pFedDef: Defending Grey-Box Attacks for Personalized Federated Learning☆10May 31, 2023Updated 2 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.
- Implementation of a client reputation, gradient checking and homomorphic encryption mechanism to defend a federated learning system from …☆17Jan 11, 2024Updated 2 years ago
- Code for Neural Networks journal paper - StoCFL: A stochastically clustered federated learning framework for Non-IID data with dynamic cl…☆13Apr 28, 2024Updated 2 years ago
- Source code for our ICCEP paper "Secure short-term load forecasting for smart grids with transformer-based federated learning".☆17Nov 14, 2023Updated 2 years ago
- Paper List for Gradient Inversion Attacks in Federated Learning [IEEE TPAMI 2026]☆34Apr 20, 2026Updated 2 weeks ago
- ☆27Dec 15, 2022Updated 3 years ago
- SplitBud is a Split Learning framework built upon Flower☆14Mar 22, 2025Updated last year
- Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks☆26Nov 13, 2022Updated 3 years ago
- Federated Learning on Energy Dataset for load forecasting using clustering and sequential DNN methods☆14Sep 19, 2024Updated last year
- Federated Learning (FL) experiment simulation in Python.☆22Mar 19, 2026Updated last month
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Every work on Federated Learning Pruning☆23Feb 10, 2023Updated 3 years ago
- HyperFL [AAAI 2025] & HyperFL++.☆27Jul 3, 2025Updated 10 months 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".☆23Sep 26, 2023Updated 2 years ago
- Federated Few-shot Learning for Mobile NLP. Conditionally accepted by MobiCom'23.☆16Aug 18, 2023Updated 2 years ago
- ☆53Jun 22, 2021Updated 4 years ago
- 长江雨课堂刷课脚本，仅供参考学习使用☆13Mar 8, 2023Updated 3 years ago
- Code for USENIX Security 2023 Paper "Every Vote Counts: Ranking-Based Training of Federated Learning to Resist Poisoning Attacks"☆19May 19, 2024Updated last year
- 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.
- A code from paper "A Global Modeling Framework for Load Forecasting in Distribution Networks"☆13Apr 11, 2023Updated 3 years ago
- PyTorch Implementation of Federated Reconstruction: Partially Local Federated Learning☆15Oct 9, 2022Updated 3 years ago
- ☆10Jul 22, 2025Updated 9 months ago
- Implementation of the SuRP algorithm by the authors of the AISTATS 2022 paper "An Information-Theoretic Justification for Model Pruning".…☆13May 4, 2022Updated 4 years ago
- Scalable Probabilistic Estimates of Electric Vehicle Charging (SPEECh)☆13Nov 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
- [AAAI2022] Rethinking the Optimization of Average Precision: Only Penalizing Negative Instances before Positive Ones is Enough☆15Sep 17, 2025Updated 7 months ago