Communication-efficient decentralized SGD (Pytorch)
☆23Mar 17, 2020Updated 6 years ago
Alternatives and similar repositories for MATCHA
Users that are interested in MATCHA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Algorithm: Decentralized Parallel Stochastic Gradient Descent☆48Sep 2, 2018Updated 8 years ago
- The official implementation of the paper "Topology-aware Generalization of Decentralized SGD"☆36Mar 29, 2023Updated 3 years ago
- Implementation of (overlap) local SGD in Pytorch☆34Jul 12, 2020Updated 6 years ago
- Code for paper "Byzantine-Resilient Decentralized Stochastic Optimization with Robust Aggregation Rules"☆21Apr 19, 2024Updated 2 years ago
- ☆11Dec 23, 2022Updated 3 years ago
- 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.
- Source code for the paper "FedLess: Secure and Scalable Federated Learning Using Serverless Computing" (IEEE BigData 2021)☆14Jan 17, 2022Updated 4 years ago
- [ICML 2023] Decentralized SGD and Average-direction SAM are Asymptotically Equivalent☆20Dec 4, 2023Updated 2 years ago
- Experiments for distributed optimization algorithms☆86May 24, 2023Updated 3 years ago
- A decentralized learning research framework☆37May 14, 2024Updated 2 years ago
- Code for the signSGD paper☆96Jan 12, 2021Updated 5 years ago
- [ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"☆84Jul 12, 2022Updated 4 years ago
- "Moshpit SGD: Communication-Efficient Decentralized Training on Heterogeneous Unreliable Devices", official implementation☆30Feb 4, 2025Updated last year
- Federated posterior averaging implemented in JAX☆50Apr 13, 2023Updated 3 years ago
- [RSS 2024] Experiments for "iMESA: Incremental Distributed Optimization for Collaborative Simultaneous Localization and Mapping"☆10Mar 24, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- SGD with compressed gradients and error-feedback: https://arxiv.org/abs/1901.09847☆30Jul 25, 2024Updated 2 years ago
- FedD3: Federated Learning via Decentralized Dataset Distillation☆31Apr 8, 2023Updated 3 years ago
- The is the official implementation of ICCV 2023 paper "No Fear of Classifier Biases: Neural Collapse Inspired Federated Learning with Syn…☆30Oct 27, 2023Updated 3 years ago
- ☆162Dec 23, 2022Updated 3 years ago
- Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks☆26Nov 13, 2022Updated 3 years ago
- Code accompanying the paper "Decentralized Federated Learning through Proxy Model Sharing"☆86Jun 5, 2023Updated 3 years ago
- Coordinate and Incremental Aggregated Optimization Algorithms☆11May 20, 2023Updated 3 years ago
- Code for RA-L paper "Multi-Robot Object SLAM using Distributed Variational Inference"☆14Dec 31, 2025Updated 10 months ago
- SCAFFOLD and FedAvg implementation☆61Jul 20, 2021Updated 5 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- PyTorch for benchmarking communication-efficient distributed SGD optimization algorithms☆80Aug 30, 2021Updated 5 years ago
- ☆22Apr 6, 2021Updated 5 years ago
- ☆74Dec 8, 2025Updated 10 months ago
- Source code for paper "Federated Edge Learning with Misaligned Over-The-Air Computation"☆28Jan 24, 2023Updated 3 years ago
- 2026年研究生数学建模竞赛LaTeX模板，不断更 新优化中，欢迎star☆37Sep 29, 2026Updated last month
- This Matlab package solves federated learning problems via inexact ADMM☆27Dec 19, 2024Updated last year
- P2PFL is a decentralized federated learning library that enables federated learning on peer-to-peer networks using gossip protocols, maki…☆155Oct 19, 2026Updated 2 weeks ago
- Consensus-ADMM for multi-robot trajectory optimization.☆13Mar 17, 2024Updated 2 years ago
- Distributed Linearized Alternating Direction Method of Multipliers for Composite Convex Consensus Optimization☆10Jan 18, 2017Updated 9 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.
- gTop-k S-SGD: A Communication-Efficient Distributed Synchronous SGD Algorithm for Deep Learning☆37Aug 19, 2019Updated 7 years ago
- PyTorch implementation of Layer-wised Model Aggregation for Personalized Federated Learning☆93Apr 24, 2023Updated 3 years ago
- FedUL: Federated Learning from Only Unlabeled Data with Class-Conditional-Sharing Clients☆33Jul 11, 2023Updated 3 years ago
- SWIFT: Shared WaIt Free Transmission☆10May 3, 2023Updated 3 years ago
- Spectral Graph Attention Network with Fast Eigen-approximation☆11Dec 24, 2021Updated 4 years ago
- Implementation of TensorFlowJs models in NestJs microservice architecture☆12Nov 26, 2023Updated 2 years ago
- Asynchronous ADMM for Consensus Optimization☆11Dec 7, 2020Updated 5 years ago