This is a implemention of FedAvg in paper Communication-Efficient Learning of Deep Networks from Decentralized Data.
☆33Apr 22, 2021Updated 5 years ago
Alternatives and similar repositories for FedAvg
Users that are interested in FedAvg are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆29Mar 25, 2021Updated 5 years ago
- A PyTorch implementation of "Communication-Efficient Learning of Deep Networks from Decentralized Data", AISTATS, 2017☆93Jul 25, 2024Updated last year
- The code for the paper "Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation"☆32Sep 24, 2021Updated 4 years ago
- [ICML2024] "FedLMT: Tackling System Heterogeneity of Federated Learning via Low-Rank Model Training with Theoretical Guarantees" by Jiaha…☆14Sep 22, 2024Updated last year
- 通过阅读Communication-Efficient Learning of Deep Networks from Decentralized Data与Robust and Communication-Efficient Federated Learning from …☆42Jul 28, 2022Updated 3 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.
- ☆12Aug 19, 2022Updated 3 years ago
- Python code for the paper "A Low-Complexity MIMO Channel Estimator with Implicit Structure of a Convolutional Neural Network".☆10Feb 27, 2025Updated last year
- Decentralized federated machine learning using peer-to-peer networks☆12Apr 11, 2023Updated 3 years ago
- Official implementation of Resisting Backdoor Attacks in Federated Learning via Bidirectional Elections and Individual Perspective☆13Sep 4, 2024Updated last year
- PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.☆124Jul 1, 2022Updated 3 years ago
- The code for the paper "TTD Configurations for Near-Field Beamforming: Parallel, Serial, or Hybrid?" in IEEE Transactions on Communicatio…☆12Aug 24, 2025Updated 9 months ago
- Code for Double Blind CollaborativeLearning (DBCL)☆14May 14, 2021Updated 5 years ago
- ☆74Oct 30, 2020Updated 5 years ago
- PyTorch Implementation of MIMO (ICLR 2021)☆16Dec 16, 2022Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Implementation of a client reputation, gradient checking and homomorphic encryption mechanism to defend a federated learning system from …☆17Jan 11, 2024Updated 2 years ago
- FlexCFL: A clustered federated learning framework based on TF2.0. Support frameworks: FlexCFL, FedGroup, FedAvg, IFCA, FeSEM, et al.☆54Nov 16, 2022Updated 3 years ago
- ☆10Jan 31, 2022Updated 4 years ago
- Codebase for publication "Neural decoding from stereotactic EEG: accounting for electrode variability across subjects" @ NeurIPS (2024)☆19Jun 11, 2025Updated last year
- PBFT是经典的拜占庭容错算法,其不依赖同步性假设、以及显著高于同类算法的性能,达到了Pratical(实用)而广受推崇,也是目前联盟链中广泛采用的共识算法。本文结合理解对算法论文前5章做了释译。☆16Feb 1, 2020Updated 6 years ago
- ☆19Nov 17, 2023Updated 2 years ago
- The reproduction of the paper Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning.☆63Feb 2, 2023Updated 3 years ago
- ☆16May 19, 2022Updated 4 years ago
- Federated Learning Algorithm (Pytorch) : FedAvg, FedProx, MOON, SCAFFOLD, FedDyn☆28Nov 6, 2024Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Python impl of VRF's.☆18Mar 12, 2023Updated 3 years ago
- Improved DP-SGD for optimizing☆20Mar 23, 2019Updated 7 years ago
- ☆16Sep 12, 2023Updated 2 years ago
- Communication-Efficient Federated Learning through Adaptive Weight Clustering and Server-Side Distillation☆24May 22, 2024Updated 2 years ago
- ☆27Dec 15, 2022Updated 3 years ago
- ☆38Apr 9, 2021Updated 5 years ago
- My masterthesis☆16Apr 29, 2024Updated 2 years ago
- Wasabi is a toolkit designed to isolate and trigger retry bugs by combining static program analysis, large language models (LLMs), fault …☆10Oct 8, 2024Updated last year
- ☆22Sep 1, 2023Updated 2 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.
- ☆14Nov 27, 2019Updated 6 years ago
- This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…☆54Oct 12, 2025Updated 8 months ago
- Code for the paper: Separate but togerher: Unsupervised Federated Learning for Speech Enhancement from non-iid data☆41Nov 1, 2021Updated 4 years ago
- Source code for "Deep Joint Source-Channel Coding Over Cooperative Relay Networks", 2024 IEEE International Conference on Machine Learnin…☆20Nov 14, 2024Updated last year
- BIBM 24, mixture of graph experts for cross-subject EEG emotion recognitions☆20Apr 25, 2025Updated last year
- Federated Block Coordinate Descent (FedBCD) code for "Federated Block Coordinate Descent Scheme for Learning Global and Personalized Mode…☆16Dec 27, 2020Updated 5 years ago
- Code for "Federated Accelerated Stochastic Gradient Descent" (NeurIPS 2020)☆15Jun 7, 2021Updated 5 years ago