shashigharti / federated-learning-on-raspberry-pi
This project implements the OpenMined tutorials and simulates the distributed model training process using 2 RPIs(Raspberry Pi).
☆107Updated 4 years ago
Related projects: ⓘ
- Federated Learning mini-framework with Keras☆35Updated 4 years ago
- Privacy Preserving Vertical Federated Learning☆213Updated last year
- Federated Learning Demo in Python using Socket Programming☆86Updated 2 months ago
- SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things☆99Updated 3 years ago
- federated-learning☆77Updated last year
- A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.☆180Updated 3 years ago
- A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆465Updated last year
- Simulate a federated setting and run differentially private federated learning.☆352Updated last month
- Federated Learning Course Materials☆62Updated 3 years ago
- ☆72Updated 11 months ago
- resources about federated learning and privacy in machine learning☆521Updated 2 months ago
- A Simulator for Privacy Preserving Federated Learning☆93Updated 3 years ago
- ☆52Updated 2 years ago
- Federated Learning is a distributed machine learning approach which enables model training on a large corpus of decentralised data. The r…☆42Updated 4 years ago
- A curated list of resources dedicated to federated learning.☆101Updated 2 years ago
- Fair Resource Allocation in Federated Learning (ICLR '20)☆241Updated 9 months ago
- ☆167Updated 6 years ago
- ☆31Updated this week
- Repository with tutorials and applications of Private-AI algorithms with PySyft☆73Updated 5 years ago
- tf implementation of federated learning☆40Updated 5 years ago
- Credit Approval Classification Deep Learning Model using Differential Drivacy, Secure Multi-Party Computation, and Federated Learning☆24Updated last year
- ☆89Updated 2 years ago
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆326Updated 2 years ago
- Investigating Split Learning and Federate Learning☆72Updated 4 years ago
- This repository contains all the implementation of different papers on Federated Learning☆43Updated 4 years ago
- Proof of concept on a predictive maintenance use case using federated learning to continuously improve predictions of the remaining life…☆84Updated last year
- Curated notebooks on how to train neural networks using differential privacy and federated learning.☆66Updated 3 years ago
- Bayesian Nonparametric Federated Learning of Neural Networks☆137Updated 5 years ago
- Federated Multi-Task Learning☆129Updated 5 years ago
- SOON TO BE DEPRECATED - The TensorFlow bindings for PySyft☆57Updated 4 years ago