INET-RC / GeoMXLinks
GeoMX: A fast and unified system for distributed machine learning over geo-distributed data centers.
☆121Updated last year
Alternatives and similar repositories for GeoMX
Users that are interested in GeoMX are comparing it to the libraries listed below
Sorting:
- A demo of end-to-end federated learning system.☆69Updated 3 years ago
- A federated learning framework to support scalable and reproducible research☆377Updated 9 months ago
- FedScale is a scalable and extensible open-source federated learning (FL) platform.☆398Updated last year
- A simulation framework for Federated Learning written in PyTorch☆208Updated 3 years ago
- Oort: Efficient Federated Learning via Guided Participant Selection☆128Updated 3 years ago
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆787Updated last year
- ☆110Updated 4 years ago
- CMFL: Mitigating Communication Overhead for Federated Learning / PyTorch reimplementation.☆29Updated 5 years ago
- 联邦学习模块化框架,支持各类FL。A universal federated learning framework, free to switch thread and process modes☆173Updated 2 months ago
- ☆195Updated last year
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆609Updated last year
- 一个用于联邦学习或分布式机器学习,对不同网络拓扑进行实验的简易框架。☆38Updated 2 years ago
- PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.☆219Updated 4 years ago
- ☆30Updated 4 years ago
- ☆177Updated 2 years ago
- Overview of Federal Learning☆293Updated 2 years ago
- D-DQN Reinforcement Learning for device selection in Federated Learning☆41Updated 2 years ago
- [ACM MobiCom 2022] "PyramidFL: Fine-grained Data and System Heterogeneity-aware Client Selection for Efficient Federated Learning" by Che…☆72Updated 3 years ago
- On the Convergence of FedAvg on Non-IID Data☆266Updated 2 years ago
- Releasing the source code Version1.☆168Updated 3 years ago
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆240Updated last year
- Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)☆163Updated 2 years ago
- Standard federated learning implementations in FedLab and FL benchmarks.☆153Updated last year
- BUPTGraduateThesis提供北京邮电大学研究生学位论文LaTeX文档类,其符合北邮研究生院2014年11月发布的《关于研究生学位论文格式的统一要求》,目前已根据2017年标准修正格式、添加英文扉页,已根据2023年标准修正格式、添加答辩小组名单页,已根据2024…☆84Updated last year
- Federated Learning Systems Paper List☆75Updated last year
- diaoenmao / HeteroFL-Computation-and-Communication-Efficient-Federated-Learning-for-Heterogeneous-Clients[ICLR 2021] HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients☆172Updated 2 years ago
- Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints☆175Updated 4 years ago
- ☆47Updated 3 years ago
- Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)☆299Updated 3 years ago
- Implement FedAvg algorithm based on Tensorflow☆255Updated 4 years ago