Federated Learning is a distributed machine learning approach which enables model training on a large corpus of decentralised data. The repository tutorial for using PySyft for distributed training of Machine Learning model.
☆42Oct 8, 2019Updated 6 years ago
Alternatives and similar repositories for Federated-Learning
Users that are interested in Federated-Learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A simple federated learning implementation on MNIST dataset using PySyft. Main goal of the project was to get used to the PySyft federate…☆13Apr 19, 2024Updated 2 years ago
- Official code for "Throughput-Optimal Topology Design for Cross-Silo Federated Learning" (NeurIPS'20)☆32Oct 10, 2022Updated 3 years ago
- A Docker container that includes the OHDSI WebAPI (running in Apache Tomcat) and the OHDSI web applications.☆10Nov 2, 2022Updated 3 years ago
- An open-source Python package for making computer vision and image processing simpler☆22Jan 25, 2021Updated 5 years ago
- ☆14Jun 29, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A federated learning demo for AlexNet on CIFAR-10 dataset, basing on Tensorflow.☆61Apr 6, 2021Updated 5 years ago
- Speech recognition with federated learning☆11Jan 9, 2020Updated 6 years ago
- facial landmarking using dlib☆20Aug 3, 2020Updated 5 years ago
- All exercises from private AI Facebook Scholarship☆13Jul 21, 2019Updated 6 years ago
- Federated Learning on Energy Dataset for load forecasting using clustering and sequential DNN methods☆14Sep 19, 2024Updated last year
- ☆17Jul 6, 2023Updated 2 years ago
- Implements RNNPool and SoftPool for CNNs.☆14Jan 29, 2021Updated 5 years ago
- A small yet nice package to help you parse all types of URL and return the parsed url with group name.☆14Jun 5, 2020Updated 5 years ago
- Federated Machine Learning Using MLP☆10Jun 14, 2017Updated 8 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Repository for the D ONE MLOps AWS BlogPost☆10May 5, 2026Updated 3 weeks ago
- Audio Preprocessing and finetuning of wav2vec2-large-xlsr model on AI4D Baamtu Datamation - Automatic Speech Recognition in WOLOF Data.☆18Nov 13, 2021Updated 4 years ago
- Credit Approval Classification Deep Learning Model using Differential Drivacy, Secure Multi-Party Computation, and Federated Learning☆23Nov 22, 2022Updated 3 years ago
- Study material and assignments related to Design and Analysis of Algorithms course taught by Professor Smaranjit Ghose☆11Sep 20, 2024Updated last year
- Supporting code for https://arxiv.org/abs/2010.00753.☆21Oct 24, 2021Updated 4 years ago
- Implementation of the paper "Self-Balancing Federated Learning With Global Imbalanced Data in Mobile Systems"☆46Dec 3, 2023Updated 2 years ago
- Code for "Federated Accelerated Stochastic Gradient Descent" (NeurIPS 2020)☆15Jun 7, 2021Updated 4 years ago
- ☆17May 1, 2022Updated 4 years ago
- Code to accompany the paper "Deep Learning with Gaussian Differential Privacy"☆33Apr 29, 2021Updated 5 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Membership inference against Federated learning.☆10May 30, 2021Updated 4 years ago
- Compressed ML Math material based on the book "Mathematics for Machine Learning" and other resources.☆10Jan 7, 2020Updated 6 years ago
- Dynamic mode decomposition in Python☆13Jun 9, 2015Updated 10 years ago
- Simple simulation of federated learning (FedAvg) using Flower framework☆23Dec 8, 2021Updated 4 years ago
- A tutorial on the Facebook library ReactJS☆36Sep 24, 2016Updated 9 years ago
- ☆11Mar 10, 2023Updated 3 years ago
- Spatial Seemingly Unrelated Regressions☆11Apr 22, 2022Updated 4 years ago
- Flexdashboard for covid19 cases☆12Jun 4, 2020Updated 5 years ago
- A tool for Semantic Scaling of Political Text (branch of Topfish, a suite of tools for Political Text Analysis)☆28Jul 7, 2025Updated 10 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- A simple application that uses docker and gRPC to demonstrate fedrated learning☆19Nov 21, 2022Updated 3 years ago
- Federated Learning Demo in Python using Socket Programming☆89Jun 26, 2024Updated last year
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,436May 7, 2024Updated 2 years ago
- Running the most popular deep learning frameworks on Azure Batch AI☆25Jun 12, 2023Updated 2 years ago
- A Los Angeles Times analysis of helicopter accident rates☆11Dec 21, 2020Updated 5 years ago
- MERN monorepo starter with pnpm workspaces☆17Jan 23, 2025Updated last year
- DGL implementation of GNN-CCA: Graph Neural Networks for Cross-Camera Data Association [arXiv:2201.06311]☆15Oct 18, 2022Updated 3 years ago