Gharibim / federated_learning_courseLinks
Federated Learning Course Materials
☆64Updated 4 years ago
Alternatives and similar repositories for federated_learning_course
Users that are interested in federated_learning_course are comparing it to the libraries listed below
Sorting:
- A Federated Learning implementation to diagnose 2 acute inflammations of bladder.. This medical dataset truly needs privacy! Because we c…☆40Updated 5 years ago
- federated-learning☆82Updated 2 years ago
- Simplified implementation of federated learning in PyTorch☆32Updated 4 years ago
- This repository contains all the implementation of different papers on Federated Learning☆42Updated 5 years ago
- Curated notebooks on how to train neural networks using differential privacy and federated learning.☆67Updated 4 years ago
- ☆54Updated 3 years ago
- 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☆114Updated 4 years ago
- A curated list of Federated Learning papers/articles and recent advancements.☆100Updated 2 years ago
- Implementation of dp-based federated learning framework using PyTorch☆311Updated 2 years ago
- A Simulator for Privacy Preserving Federated Learning☆96Updated 4 years ago
- Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective"…☆85Updated 5 years ago
- Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)☆75Updated 8 months ago
- Contains codes for my published tutorials☆31Updated 2 years ago
- Privacy Preserving Vertical Federated Learning☆219Updated 2 years ago
- Fair Resource Allocation in Federated Learning (ICLR '20)☆250Updated last year
- Experiments on MNIST dataset and federated training using Flower framework☆41Updated last year
- Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)☆303Updated 3 years ago
- PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.☆122Updated 3 years ago
- Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)☆163Updated 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
- PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visua…☆78Updated 3 years ago
- Material workbench for the master-level course CS-E4740 "Federated Learning"☆151Updated 2 months ago
- Investigating Split Learning and Federate Learning☆85Updated 5 years ago
- PyTorch Implementation of Personalized federated learning with theoretical guarantees: A model-agnostic meta-learning approach☆56Updated 2 years ago
- Byzantine Attack-Resistant Federated Averaging Based on Outlier Elimination☆24Updated 2 years ago
- Code accompanying the paper "Decentralized Federated Learning through Proxy Model Sharing"☆80Updated 2 years ago
- FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.☆193Updated 6 months ago
- This is a platform containing the datasets and federated learning algorithms in IoT environments.☆68Updated 10 months ago
- Study of data imbalance and asynchronous aggregation algorithm on Federated Learning system (using PySyft)☆62Updated 2 years ago