shashigharti / federated-learning-on-raspberry-piLinks
This project implements the OpenMined tutorials and simulates the distributed model training process using 2 RPIs(Raspberry Pi).
☆118Updated 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.☆477Updated 2 years ago
- Federated Learning mini-framework with Keras☆35Updated 6 years ago
- Federated Learning Demo in Python using Socket Programming☆89Updated last year
- A library for federated learning (a distributed machine learning process) in an enterprise environment.☆519Updated 2 weeks ago
- Federated Learning Course Materials☆64Updated 4 years ago
- resources about federated learning and privacy in machine learning☆540Updated last year
- A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.☆182Updated 4 years ago
- federated-learning☆82Updated 2 years ago
- SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things☆113Updated 4 years ago
- Fair Resource Allocation in Federated Learning (ICLR '20)☆250Updated last year
- ☆72Updated 2 years ago
- Privacy Preserving Vertical Federated Learning☆218Updated 2 years ago
- Simulate a federated setting and run differentially private federated learning.☆381Updated 7 months ago
- ☆169Updated 7 years ago
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆733Updated 3 months ago
- ☆54Updated 3 years ago
- Investigating Split Learning and Federate Learning☆85Updated 5 years ago
- A curated list of resources dedicated to federated learning.☆104Updated 3 years ago
- 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
- This repository contains all the implementation of different papers on Federated Learning☆42Updated 5 years ago
- Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)☆301Updated 3 years ago
- Federated learning convolution neural network (FL-CNN) to detect mode of transport from Itinerum GPS trajectories.☆35Updated 6 years ago
- Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. F…☆263Updated last year
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆340Updated 3 years ago
- Federated Multi-Task Learning☆132Updated 6 years ago
- A Simulator for Privacy Preserving Federated Learning☆95Updated 4 years ago
- Curated notebooks on how to train neural networks using differential privacy and federated learning.☆67Updated 4 years ago
- tf implementation of federated learning☆42Updated 6 years ago
- PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.☆122Updated 3 years ago
- Contains codes for my published tutorials☆31Updated 2 years ago