Decentralized federated learning of deep neural networks on non-iid data
☆45Jun 9, 2022Updated 3 years ago
Alternatives and similar repositories for dfl-pens
Users that are interested in dfl-pens are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Python module for simulating gossip learning.☆40Mar 24, 2026Updated 3 weeks ago
- 完全去中心化联邦学习☆33Aug 15, 2023Updated 2 years ago
- Code accompanying the paper "Decentralized Federated Learning through Proxy Model Sharing"☆85Jun 5, 2023Updated 2 years ago
- A decentralised federated learning simulator☆15Oct 20, 2024Updated last year
- [ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"☆83Jul 12, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- DeceFL: A Principled Decentralized Federated Learning Framework☆31Jan 25, 2023Updated 3 years ago
- NEBULA: A Platform for Decentralized Federated Learning☆77Mar 27, 2026Updated 3 weeks ago
- DFL working group☆32May 14, 2024Updated last year
- Decentralized Deep Learning Simulator☆23Oct 3, 2023Updated 2 years ago
- ☆12Dec 26, 2024Updated last year
- [IoTDI 2023/ML4IoT 2023] Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks☆42Apr 4, 2023Updated 3 years ago
- A decentralized learning research framework☆38May 14, 2024Updated last year
- 🔨 A Flexible Federated Learning Simulator for Heterogeneous and Asynchronous.☆23Aug 19, 2022Updated 3 years ago
- This is the official implementation of the IJCAI 2024 paper "FedPFT: Federated Proxy Fine-Tuning of Foundation Models".☆27Apr 28, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- P2PFL is a decentralized federated learning library that enables federated learning on peer-to-peer networks using gossip protocols, maki…☆151Updated this week
- ☆11Dec 8, 2020Updated 5 years ago
- Implementation of Compressed SGD with Compressed Gradients in Pytorch☆13Jul 25, 2024Updated last year
- Fedstellar: A Platform for Decentralized Federated Learning☆15Jul 12, 2024Updated last year
- FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis, Accept…☆21Feb 19, 2025Updated last year
- Official code for "Federated Learning under Heterogeneous and Correlated Client Availability" (INFOCOM'23)☆29Jan 7, 2023Updated 3 years ago
- Decentralized federated machine learning using peer-to-peer networks☆12Apr 11, 2023Updated 3 years ago
- PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.☆125Jul 1, 2022Updated 3 years ago
- Communication-efficient decentralized SGD (Pytorch)☆23Mar 17, 2020Updated 6 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Source code for the paper "Asynchronous Federated Optimization"☆26Jul 23, 2022Updated 3 years ago
- FeGAN: Scaling Distributed GANs☆14Dec 31, 2020Updated 5 years ago
- [AAAI'23] Federated Learning on Non-IID Graphs via Structural Knowledge Sharing☆70Nov 24, 2022Updated 3 years ago
- Reproduce Paper "Federated Learning with Non-IID Data"☆10May 3, 2021Updated 4 years ago
- Study of data imbalance and asynchronous aggregation algorithm on Federated Learning system (using PySyft)☆63Oct 9, 2023Updated 2 years ago
- Hierarchical Federated Learning with Quantization of Deep Networks from Decentralized Data☆18Jul 28, 2020Updated 5 years ago
- Official implementations for "Communication-Efficient Diffusion Strategy for Performance Improvement of Federated Learning with Non-IID D…☆22Mar 14, 2024Updated 2 years ago
- Implementation of paper "Client-Edge-Cloud Hierarchical Federated Learning☆144Jun 7, 2020Updated 5 years ago
- SpreadGNN: Serverless Multi-Task Learning Framework for Graph Neural Networks. Accepted to AAAI22.☆50Aug 24, 2022Updated 3 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.
- A powerful framework for decentralized federated learning with user-defined communication topology☆12Dec 14, 2021Updated 4 years ago
- Multi-Stage Hybrid Federated Learning over Large-Scale Wireless Fog Networks☆17Jan 25, 2022Updated 4 years ago
- Federated learning using a mixture of experts☆17Feb 16, 2021Updated 5 years ago
- [NeurIPS 2022] SemiFL: Semi-Supervised Federated Learning for Unlabeled Clients with Alternate Training☆42Jul 19, 2023Updated 2 years ago
- Federated Learning package☆21Aug 16, 2021Updated 4 years ago
- [ICLR 2021] HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients☆181Feb 27, 2023Updated 3 years ago
- Decentralized SGD and Consensus with Communication Compression: https://arxiv.org/abs/1907.09356☆74Sep 10, 2020Updated 5 years ago