ateniolatobi / Federated-Learning-ProjectLinks
Final project for Lesson 7: Federated Learning in the Facebook and Udacity Secure and Private AI scholarship nanodegree program
☆18Updated 6 years ago
Alternatives and similar repositories for Federated-Learning-Project
Users that are interested in Federated-Learning-Project are comparing it to the libraries listed below
Sorting:
- Experiments on MNIST dataset and federated training using Flower framework☆41Updated last year
- Principles of ML Systems Project☆26Updated 4 years ago
- Federated Learning Course Materials☆64Updated 4 years ago
- Federated Learning is a distributed machine learning approach which enables model training on a large corpus of decentralised data. The r…☆43Updated 6 years ago
- Implementation of FedAvg, FedProx and qFedAvg using PyTorch☆15Updated last year
- 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
- A curated list of Federated Learning papers/articles and recent advancements.☆100Updated 2 years ago
- Comparison b/w Federated Learning & Split Learning for credit card fraud detection dataset using Pytorch☆18Updated 4 years ago
- Federated Learning for Artificial Intelligence and Machine Learning☆17Updated last month
- Contains codes for my published tutorials☆31Updated 2 years ago
- Short, easy to run, code examples presented in the Flower's FlowerMonthly online meetings.☆14Updated last year
- Federated Learning Demo in Python using Socket Programming☆89Updated last year
- SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things☆113Updated 4 years ago
- Thanks to the proliferation of smart devices, such as smartphones and wearables, which are equipped with computation, communication and s…☆46Updated 4 years ago
- This project implements the OpenMined tutorials and simulates the distributed model training process using 2 RPIs(Raspberry Pi).☆118Updated 5 years ago
- Official Repo for the 30DaysOfFLCode Challenge Initiative☆75Updated last month
- 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
- Repository containing notebooks that implement different Federated Learning algorithms using PyTorch☆12Updated 4 years ago
- Federated learning via stochastic gradient descent☆34Updated 4 years ago
- FedERA is a modular and fully customizable open-source FL framework, aiming to address these issues by offering comprehensive support for…☆140Updated 3 months ago
- Investigating Split Learning and Federate Learning☆85Updated 5 years ago
- Material workbench for the master-level course CS-E4740 "Federated Learning"☆148Updated last month
- PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visua…☆78Updated 3 years ago
- Wuhan Corona (COVID-19) patients dataset☆38Updated 2 months ago
- This repository contains all the implementation of different papers on Federated Learning☆42Updated 5 years ago
- The CaMLSys project template used for researching Federated Learning.☆22Updated last week
- Implementation of dp-based federated learning framework using PyTorch☆308Updated 2 years ago
- This is a platform containing the datasets and federated learning algorithms in IoT environments.☆68Updated 10 months ago
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,388Updated last year
- Curated notebooks on how to train neural networks using differential privacy and federated learning.☆67Updated 4 years ago