katulu-io / fl-suiteLinks
Federated Learning Suite
☆20Updated 2 years ago
Alternatives and similar repositories for fl-suite
Users that are interested in fl-suite are comparing it to the libraries listed below
Sorting:
- An Open Framework for Federated Learning.☆821Updated 2 weeks ago
- An enterprise-ready and vendor-agnostic federated learning platform.☆165Updated this week
- Privacy Preserving Vertical Federated Learning☆221Updated 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…☆225Updated last year
- A library for federated learning (a distributed machine learning process) in an enterprise environment.☆523Updated 3 months ago
- A simplified library for decentralized, privacy preserving machine learning☆349Updated this week
- Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. F…☆265Updated last year
- Leaf: A Benchmark for Federated Settings☆895Updated 2 years ago
- Federated Learning Utilities and Tools for Experimentation☆193Updated last year
- NVIDIA Federated Learning Application Runtime Environment☆849Updated this week
- PriMIA: Privacy-preserving Medical Image Analysis☆137Updated 2 years ago
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆740Updated 6 months ago
- A large labelled image dataset for benchmarking in federated learning☆102Updated last year
- A high-level federated learning Python library used to run complex federated learning experiments at scale on a Substra network☆59Updated 6 months ago
- resources about federated learning and privacy in machine learning☆541Updated last year
- Low-level Python library used to interact with a Substra network☆280Updated last year
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆724Updated last month
- FedScale is a scalable and extensible open-source federated learning (FL) platform.☆410Updated 2 years ago
- A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆479Updated 2 years ago
- A tree-based federated learning system (MLSys 2023)☆152Updated 11 months ago
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆341Updated 4 years ago
- Code accompanying the paper "Decentralized Federated Learning through Proxy Model Sharing"☆84Updated 2 years ago
- An easy-to-use federated learning platform☆300Updated 2 years ago
- DP-FTRL from "Practical and Private (Deep) Learning without Sampling or Shuffling" for centralized training.☆34Updated 6 months ago
- Simulate collaborative ML scenarios, experiment multi-partner learning approaches and measure respective contributions of different datas…☆57Updated 2 years ago
- Advanced Privacy-Preserving Federated Learning framework☆158Updated this week
- A Simulator for Privacy Preserving Federated Learning☆96Updated 4 years ago
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆242Updated last year
- ☆19Updated last year
- Code for the CCS'22 paper "Federated Boosted Decision Trees with Differential Privacy"☆53Updated 2 years ago