securefederatedai / openfl
An Open Framework for Federated Learning.
☆770Updated this week
Alternatives and similar repositories for openfl
Users that are interested in openfl are comparing it to the libraries listed below
Sorting:
- NVIDIA Federated Learning Application Runtime Environment☆731Updated this week
- A library for federated learning (a distributed machine learning process) in an enterprise environment.☆504Updated this week
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆719Updated 9 months ago
- Privacy Preserving Vertical Federated Learning☆216Updated last year
- resources about federated learning and privacy in machine learning☆535Updated 10 months ago
- Federated Learning Utilities and Tools for Experimentation☆189Updated last year
- Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. F…☆259Updated 8 months ago
- Leaf: A Benchmark for Federated Settings☆882Updated 2 years ago
- FEDn: An enterprise-ready and vendor-agnostic federated learning platform.☆154Updated this week
- FedScale is a scalable and extensible open-source federated learning (FL) platform.☆397Updated last year
- Implementation of dp-based federated learning framework using PyTorch☆301Updated 2 years ago
- Handy PyTorch implementation of Federated Learning (for your painless research)☆437Updated last year
- Breaching privacy in federated learning scenarios for vision and text☆288Updated last year
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆693Updated 6 months ago
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆764Updated 9 months ago
- A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆476Updated last year
- PriMIA: Privacy-preserving Medical Image Analysis☆131Updated 2 years ago
- Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)☆389Updated 3 weeks ago
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆681Updated 2 years ago
- FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.☆261Updated last month
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆1,955Updated 2 years ago
- Cross-silo Federated Learning playground in Python. Discover 7 real-world federated datasets to test your new FL strategies and try to be…☆215Updated 10 months ago
- Training PyTorch models with differential privacy☆1,794Updated last week
- A Simulator for Privacy Preserving Federated Learning☆94Updated 4 years ago
- Simulate a federated setting and run differentially private federated learning.☆378Updated 2 months ago
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆593Updated last year
- The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy☆515Updated 8 months ago
- Federated Deep Learning in PaddlePaddle☆505Updated last year
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆338Updated 3 years ago
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,340Updated last year