securefederatedai / openfederatedlearningLinks
An Open Framework for Federated Learning.
☆801Updated last week
Alternatives and similar repositories for openfederatedlearning
Users that are interested in openfederatedlearning are comparing it to the libraries listed below
Sorting:
- NVIDIA Federated Learning Application Runtime Environment☆781Updated this week
- A library for federated learning (a distributed machine learning process) in an enterprise environment.☆513Updated last month
- Federated Learning Utilities and Tools for Experimentation☆190Updated last year
- An enterprise-ready and vendor-agnostic federated learning platform.☆159Updated this week
- Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. F…☆261Updated last year
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆731Updated 2 months ago
- Privacy Preserving Vertical Federated Learning☆218Updated 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…☆218Updated last year
- Training PyTorch models with differential privacy☆1,845Updated 2 weeks ago
- A simplified library for decentralized, privacy preserving machine learning☆349Updated 9 months ago
- Leaf: A Benchmark for Federated Settings☆887Updated 2 years ago
- PriMIA: Privacy-preserving Medical Image Analysis☆134Updated 2 years ago
- Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.☆677Updated 4 months ago
- resources about federated learning and privacy in machine learning☆540Updated last year
- FedScale is a scalable and extensible open-source federated learning (FL) platform.☆398Updated last year
- The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy☆531Updated 11 months ago
- A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆476Updated 2 years ago
- A high-level federated learning Python library used to run complex federated learning experiments at scale on a Substra network☆58Updated 3 months ago
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆707Updated 10 months ago
- Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)☆405Updated 2 months ago
- A framework for Privacy Preserving Machine Learning☆1,621Updated 9 months ago
- Simulate collaborative ML scenarios, experiment multi-partner learning approaches and measure respective contributions of different datas…☆58Updated 2 years ago
- Diffprivlib: The IBM Differential Privacy Library☆884Updated 3 months ago
- FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.☆266Updated last month
- A large labelled image dataset for benchmarking in federated learning☆100Updated last year
- Handy PyTorch implementation of Federated Learning (for your painless research)☆447Updated last year
- A Simulator for Privacy Preserving Federated Learning☆94Updated 4 years ago
- Implementation of dp-based federated learning framework using PyTorch☆307Updated 2 years ago
- A tree-based federated learning system (MLSys 2023)☆149Updated 7 months ago
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆686Updated 2 years ago