shashigharti / federated-learning-on-raspberry-piLinks
This project implements the OpenMined tutorials and simulates the distributed model training process using 2 RPIs(Raspberry Pi).
☆117Updated 5 years ago
Alternatives and similar repositories for federated-learning-on-raspberry-pi
Users that are interested in federated-learning-on-raspberry-pi are comparing it to the libraries listed below
Sorting:
- A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆476Updated 2 years ago
- Federated Learning Demo in Python using Socket Programming☆89Updated last year
- resources about federated learning and privacy in machine learning☆538Updated last year
- Federated Learning Course Materials☆64Updated 4 years ago
- Federated Learning mini-framework with Keras☆35Updated 5 years ago
- A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.☆182Updated 4 years ago
- federated-learning☆82Updated 2 years ago
- Privacy Preserving Vertical Federated Learning☆218Updated 2 years ago
- A library for federated learning (a distributed machine learning process) in an enterprise environment.☆510Updated 2 weeks ago
- SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things☆111Updated 4 years ago
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆727Updated last month
- Fair Resource Allocation in Federated Learning (ICLR '20)☆250Updated last year
- Proof of concept on a predictive maintenance use case using federated learning to continuously improve predictions of the remaining life…☆84Updated 2 years ago
- Simulate a federated setting and run differentially private federated learning.☆382Updated 4 months ago
- ☆72Updated last year
- Federated Learning is a distributed machine learning approach which enables model training on a large corpus of decentralised data. The r…☆42Updated 5 years ago
- A curated list of resources dedicated to federated learning.☆104Updated 3 years ago
- A Federated Learning implementation to diagnose 2 acute inflammations of bladder.. This medical dataset truly needs privacy! Because we c…☆40Updated 5 years ago
- ☆169Updated 7 years ago
- ☆54Updated 3 years ago
- A Simulator for Privacy Preserving Federated Learning☆94Updated 4 years ago
- Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)☆297Updated 3 years ago
- ☆96Updated 3 years ago
- Repository with tutorials and applications of Private-AI algorithms with PySyft☆73Updated 5 years ago
- I put all my exploration around AI in reproducible notebooks in this repository☆92Updated 2 weeks ago
- Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. F…☆260Updated 11 months ago
- Implementation of dp-based federated learning framework using PyTorch☆303Updated 2 years ago
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆338Updated 3 years ago
- An implementation for a federated learning environment in python using Keras☆24Updated 6 years ago
- Federated Multi-Task Learning☆132Updated 6 years ago