tie-set / simple-flLinks
This repository contains a simplified federated learning codebase designed mainly for personal or educational purposes. You can use the code from this repo for a commercial use too. However, we will not be responsible for any issues, or damages caused by using the code. For TieSet's official version of STADLE platform, please visit www.stadle.ai
☆11Updated 3 years ago
Alternatives and similar repositories for simple-fl
Users that are interested in simple-fl are comparing it to the libraries listed below
Sorting:
- ☆28Updated 2 weeks ago
- Official Repo for the 30DaysOfFLCode Challenge Initiative☆75Updated 3 months ago
- Federated Learning Course Materials☆64Updated 4 years ago
- Contains codes for my published tutorials☆31Updated 2 years ago
- Federated Learning Demo in Python using Socket Programming☆89Updated last year
- In this project, we build a simple federated deep learning model (i.e., LeNet model) that classifies 62 differents Belgian Traffic Signs.☆14Updated 4 years ago
- Democratize access to data, decentralize Artificial intelligence and enhance user privacy with Federated learning and Blockchain.☆193Updated 4 years ago
- ☆54Updated 3 years ago
- A Decentralized Blockchain-Based Federated Learning Framework☆74Updated 2 years ago
- This project implements the OpenMined tutorials and simulates the distributed model training process using 2 RPIs(Raspberry Pi).☆118Updated 5 years ago
- I put all my exploration around AI in reproducible notebooks in this repository☆103Updated last week
- Experiments on MNIST dataset and federated training using Flower framework☆41Updated last month
- A library for federated learning (a distributed machine learning process) in an enterprise environment.☆521Updated 2 months ago
- Byzantine Attack-Resistant Federated Averaging Based on Outlier Elimination☆24Updated 2 years ago
- Blockchain-based federated learning modular framework.☆44Updated 3 years ago
- A simple federated learning implementation on MNIST dataset using PySyft. Main goal of the project was to get used to the PySyft federate…☆13Updated last year
- Curated notebooks on how to train neural networks using differential privacy and federated learning.☆67Updated 4 years ago
- PyTorch implementation of federated learning on MNIST☆20Updated last year
- ☆37Updated 4 years ago
- Apply Federated Learning and Deep Learning (Deep Auto-encoder) to detect abnormal data for IoT devices.☆35Updated 3 years ago
- Final project for Lesson 6: Differential privacy for deep learning in the Facebook and Udacity Secure and Private AI scholarship nanodeg…☆21Updated 6 years ago
- Comparison b/w Federated Learning & Split Learning for credit card fraud detection dataset using Pytorch☆18Updated 4 years ago
- A scalable sharding solution for Blockchain based Federated Learning. SCaFL or ScaleSFL?☆70Updated 3 years ago
- Implementation of a Federated Learning based CNN model☆17Updated 5 years ago
- federated-learning☆86Updated 2 years ago
- A Docker-Based Federated Learning Framework Design and Deployment for Multi-modal Data Stream Classification☆13Updated last year
- VeryFL is an experimental federated leraning framework embedded with blockchain☆117Updated 10 months ago
- ☆76Updated 2 years ago
- SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things☆114Updated 4 years ago
- Implementation of dp-based federated learning framework using PyTorch☆312Updated 2 years ago