JHUAPL / scatterbrained
A powerful framework for decentralized federated learning with user-defined communication topology
☆11Updated 3 years ago
Alternatives and similar repositories for scatterbrained:
Users that are interested in scatterbrained are comparing it to the libraries listed below
- Code and raw result data for paper: AsyncFedED: Asynchronous Federated Learning with Euclidean Distance based Adaptive Weight Aggregation☆4Updated 2 years ago
- ☆11Updated 3 years ago
- Supporting code for https://arxiv.org/abs/2010.00753.☆18Updated 3 years ago
- NEBULA: A Platform for Decentralized Federated Learning☆39Updated this week
- Decentralized federated learning of deep neural networks on non-iid data☆46Updated 2 years ago
- Code accompanying the paper "Decentralized Federated Learning through Proxy Model Sharing"☆76Updated last year
- FedPSO: Federated Learning Using Particle Swarm Optimization to Reduce Communication Costs☆19Updated 2 years ago
- Apply Federated Learning and Deep Learning (Deep Auto-encoder) to detect abnormal data for IoT devices.☆34Updated 2 years ago
- ☆18Updated last year
- Code for the paper "Bayesian Differential Privacy for Machine Learning"☆22Updated 4 years ago
- ☆23Updated last year
- The code for the paper "QuAFL: Federated Averaging Can Be Both Asynchronous and Communication-Efficient"☆17Updated 2 years ago
- [IoTDI 2023/ML4IoT 2023] Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks☆38Updated 2 years ago
- Federated Learning for Internet of Things: A Federated Learning Framework for On-device Anomaly Data Detection, backed by FedML, Inc.☆44Updated 2 years ago
- A Simulator for Privacy Preserving Federated Learning☆94Updated 4 years ago
- DeceFL: A Principled Decentralized Federated Learning Framework☆28Updated 2 years ago
- simulation of the asynchronous federated learning system of paper "Asynchronous Federated Optimization"☆22Updated 3 years ago
- Asynchronous Federated Learning☆19Updated 3 years ago
- Code Implemntion from the article Multi-Armed Bandit Based Client Schedulingfor Federated Learning☆16Updated 4 years ago
- Code to accompany the paper "Deep Learning with Gaussian Differential Privacy"☆33Updated 3 years ago
- Code for paper "Byzantine-Resilient Distributed Finite-Sum Optimization over Networks"☆18Updated 4 years ago
- DFL working group☆32Updated 11 months ago
- Investigating Split Learning and Federate Learning☆83Updated 4 years ago
- PyTorch Implementation of Personalized federated learning with theoretical guarantees: A model-agnostic meta-learning approach☆52Updated 2 years ago
- FlexCFL: A clustered federated learning framework based on TF2.0. Support frameworks: FlexCFL, FedGroup, FedAvg, IFCA, FeSEM, et al.☆48Updated 2 years ago
- Federated Principal Component Analysis Revisited!☆42Updated 3 years ago
- This repository presents a blockchain-based framework, TrustFed, for Cross-Device Federated Learning systems to detect the model poisonin…☆12Updated 3 years ago
- Implementation of a Federated Learning based CNN model☆15Updated 4 years ago
- Bayesian Nonparametric Federated Learning of Neural Networks☆144Updated 5 years ago
- Federated learning with model quantization☆16Updated 3 years ago