Alternatives and similar repositories for Federated-Learning

Users that are interested in Federated-Learning are comparing it to the libraries listed below

• Gharibim / federated_learning_course
  Federated Learning Course Materials
  ☆64Updated 4 years ago
• tuhinsharma121 / ai-playground
  I put all my exploration around AI in reproducible notebooks in this repository
  ☆82Updated this week
• abdkhanstd / COVID-19
  Wuhan Corona (COVID-19) patients dataset
  ☆38Updated last year
• ahmedfgad / FederatedLearning
  Federated Learning Demo in Python using Socket Programming
  ☆89Updated 11 months ago
• shashigharti / federated-learning-on-raspberry-pi
  This project implements the OpenMined tutorials and simulates the distributed model training process using 2 RPIs(Raspberry Pi).
  ☆115Updated 5 years ago
• ateniolatobi / Differential-privacy-for-deeplearning-project
  Final project for Lesson 6: Differential privacy for deep learning in the Facebook and Udacity Secure and Private AI scholarship nanodeg…
  ☆21Updated 5 years ago
• ivishalanand / Federated-Learning-on-Hospital-Data
  A Federated Learning implementation to diagnose 2 acute inflammations of bladder.. This medical dataset truly needs privacy! Because we c…
  ☆40Updated 5 years ago
• OpenMined / PyVertical
  Privacy Preserving Vertical Federated Learning
  ☆218Updated 2 years ago
• mukul-rathi / personalised-federated-learning
  Principles of ML Systems Project
  ☆26Updated 4 years ago
• PratikGarai / MNIST-Federated
  Experiments on MNIST dataset and federated training using Flower framework
  ☆39Updated 10 months ago
• vivekkhimani / federated_learning_pysyft
  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
• gaborvecsei / Federated-Learning-Mini-Framework
  Federated Learning mini-framework with Keras
  ☆35Updated 5 years ago
• gitgik / differential-privacy-federated-learning
  Curated notebooks on how to train neural networks using differential privacy and federated learning.
  ☆68Updated 4 years ago
• karankishinani / Emotion-detection-from-text-using-PyTorch-and-Federated-Learning
  Emotion detection from text using PyTorch and Federated Learning
  ☆34Updated 5 years ago
• ChanChiChoi / awesome-Federated-Learning
  federated-learning
  ☆83Updated 2 years ago
• vaikkunth / PrivacyFL
  A Simulator for Privacy Preserving Federated Learning
  ☆94Updated 4 years ago
• ayushm-agrawal / Federated-Learning-Implementations
  This repository contains all the implementation of different papers on Federated Learning
  ☆42Updated 4 years ago
• PR-Desai2226 / Credit-card-fraud-detection-using-Federated-Learning-and-Split-Learning
  Comparison b/w Federated Learning & Split Learning for credit card fraud detection dataset using Pytorch
  ☆18Updated 3 years ago
• ipc-lab / private-ml-for-health
  Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)
  ☆75Updated 3 months ago
• monk1337 / Aweome-Heathcare-Federated-Learning
  A curated list of Federated Learning papers/articles and recent advancements.
  ☆96Updated 2 years ago
• andrelmfarias / Private-AI
  Repository with tutorials and applications of Private-AI algorithms with PySyft
  ☆73Updated 5 years ago
• stijani / tutorial
  Contains codes for my published tutorials
  ☆31Updated 2 years ago
• yjlee22 / FedShare
  PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.
  ☆122Updated 2 years ago
• eceisik / ece_fl_public
  ☆53Updated 3 years ago
• Yangfan-Jiang / Federated-Learning-with-Differential-Privacy
  Implementation of dp-based federated learning framework using PyTorch
  ☆300Updated 2 years ago
• SAP-samples / machine-learning-diff-private-federated-learning
  Simulate a federated setting and run differentially private federated learning.
  ☆378Updated 2 months ago
• santteegt / fl-algorithms
  Repository containing notebooks that implement different Federated Learning algorithms using PyTorch
  ☆12Updated 4 years ago
• bariscamli / Centralized-Federated-Learning
  Centralized Federated Learning using WebSockets and TensorFlow
  ☆9Updated 3 years ago
• mkucz95 / encrypted_ai_finance
  Credit Approval Classification Deep Learning Model using Differential Drivacy, Secure Multi-Party Computation, and Federated Learning
  ☆23Updated 2 years ago
• nin-ed / Split-Learning
  ☆8Updated 5 years ago