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:
- Decentralized SGD and Consensus with Communication Compression: https://arxiv.org/abs/1907.09356☆74Sep 10, 2020Updated 5 years ago
- Algorithm: Decentralized Parallel Stochastic Gradient Descent☆47Sep 2, 2018Updated 7 years ago
- The official implementation of the paper "Topology-aware Generalization of Decentralized SGD"☆37Mar 29, 2023Updated 3 years ago
- source code of AISTATS 2020 paper: Fully Decentralized Joint Learning of Personalized Models and Collaboration Graphs☆11Jun 21, 2022Updated 3 years ago
- Implementation of (overlap) local SGD in Pytorch☆34Jul 12, 2020Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆11Dec 23, 2022Updated 3 years ago
- Source code for the paper "FedLess: Secure and Scalable Federated Learning Using Serverless Computing" (IEEE BigData 2021)☆14Jan 17, 2022Updated 4 years ago
- Experiments for distributed optimization algorithms☆82May 24, 2023Updated 2 years ago
- Stochastic Gradient Push for Distributed Deep Learning☆171Apr 5, 2023Updated 3 years ago
- ☆46Mar 4, 2020Updated 6 years ago
- Code for the signSGD paper☆94Jan 12, 2021Updated 5 years ago
- Consensus Based Distributed Stochastic Gradient Descent☆11Jun 24, 2018Updated 7 years ago
- Decentralized federated learning of deep neural networks on non-iid data☆45Jun 9, 2022Updated 3 years ago
- Code for paper "Byzantine-Resilient Decentralized Stochastic Optimization with Robust Aggregation Rules"☆19Apr 19, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- [ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"☆83Jul 12, 2022Updated 3 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☆51Apr 13, 2023Updated 3 years ago
- FedD3: Federated Learning via Decentralized Dataset Distillation☆30Apr 8, 2023Updated 3 years ago
- P2PFL is a decentralized federated learning library that enables federated learning on peer-to-peer networks using gossip protocols, maki…☆152Apr 15, 2026Updated 2 weeks ago
- Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks☆26Nov 13, 2022Updated 3 years ago
- The is the official implementation of ICCV 2023 paper "No Fear of Classifier Biases: Neural Collapse Inspired Federated Learning with Syn…☆29Oct 27, 2023Updated 2 years ago
- Official code for "Throughput-Optimal Topology Design for Cross-Silo Federated Learning" (NeurIPS'20)☆32Oct 10, 2022Updated 3 years ago
- SCAFFOLD and FedAvg implementation☆61Jul 20, 2021Updated 4 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.
- Source code for paper "Federated Edge Learning with Misaligned Over-The-Air Computation"☆29Jan 24, 2023Updated 3 years ago
- ☆22Apr 6, 2021Updated 5 years ago
- ResNet18 on CIFAR10 reachs 95.09% Accuracy on TestSet☆14Feb 13, 2022Updated 4 years ago
- ☆72Dec 8, 2025Updated 4 months ago
- Distributed Linearized Alternating Direction Method of Multipliers for Composite Convex Consensus Optimization☆10Jan 18, 2017Updated 9 years ago
- This Matlab package solves federated learning problems via inexact ADMM☆27Dec 19, 2024Updated last year
- gTop-k S-SGD: A Communication-Efficient Distributed Synchronous SGD Algorithm for Deep Learning☆37Aug 19, 2019Updated 6 years ago
- Reimplementation of simple policy gradient algorithms such as REINFORCE and Actor-Critic methods.☆17Aug 26, 2023Updated 2 years ago
- Code Repository for ICML 2020 accepted paper, named "A Generic First-Order Algorithmic Framework for Bi-Level Programming Beyond Lower-Le…☆12Jan 4, 2022Updated 4 years ago
- 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.
- FedUL: Federated Learning from Only Unlabeled Data with Class-Conditional-Sharing Clients☆33Jul 11, 2023Updated 2 years ago
- Associated codebase for Byzantine-resilient distributed / decentralized machine learning papers from INSPIRE Lab☆14Oct 11, 2021Updated 4 years ago
- Experiments of the DAI in Healthcare project - skin lesions images use case - using Flower☆17Jul 6, 2022Updated 3 years ago
- Simulation code for Federated Learning with Over-the-Air Computation.☆11Sep 11, 2020Updated 5 years ago
- Practical low-rank gradient compression for distributed optimization: https://arxiv.org/abs/1905.13727☆150Oct 29, 2024Updated last year
- Dynamic Weighted Majority for Imbalance Learning☆15Nov 4, 2019Updated 6 years ago
- Official Implementation of "Learning to Refuse: Towards Mitigating Privacy Risks in LLMs"☆10Dec 13, 2024Updated last year