INET-RC / GeoMXLinks
GeoMX: A fast and unified system for distributed machine learning over geo-distributed data centers.
☆120Updated 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
- Oort: Efficient Federated Learning via Guided Participant Selection☆131Updated 4 years ago
- FedScale is a scalable and extensible open-source federated learning (FL) platform.☆409Updated 2 years ago
- Plato: A Research Framework for Federated Learning☆388Updated this week
- A simulation framework for Federated Learning written in PyTorch☆207Updated 3 years ago
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆611Updated 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
- ☆201Updated last year
- PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.☆226Updated 5 years ago
- CMFL: Mitigating Communication Overhead for Federated Learning / PyTorch reimplementation.☆29Updated 6 years ago
- ☆96Updated 4 years ago
- Releasing the source code Version1.☆177Updated 4 years ago
- [ACM MobiCom 2022] "PyramidFL: Fine-grained Data and System Heterogeneity-aware Client Selection for Efficient Federated Learning" by Che…☆71Updated 3 years ago
- D-DQN Reinforcement Learning for device selection in Federated Learning☆42Updated 2 years ago
- On the Convergence of FedAvg on Non-IID Data☆274Updated 3 years ago
- ☆30Updated 5 years ago
- Implement FedAvg algorithm based on Tensorflow☆265Updated 5 years ago
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆814Updated 2 months ago
- Standard federated learning implementations in FedLab and FL benchmarks.☆153Updated last year
- [ICLR 2018] Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training☆226Updated last year
- ☆23Updated 7 months ago
- ☆182Updated 2 years ago
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆712Updated 2 years ago
- Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)☆165Updated 3 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☆177Updated 6 months ago
- Tutorials and paper lists for federated learning☆69Updated 2 months ago
- ☆109Updated 4 years ago
- [ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"☆84Updated 3 years ago
- A PyTorch implementation of "Communication-Efficient Learning of Deep Networks from Decentralized Data", AISTATS, 2017☆90Updated last year
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆243Updated last year