bioint / MetisFLLinks
The first open Federated Learning framework implemented in C++ and Python.
☆522Updated last year
Alternatives and similar repositories for MetisFL
Users that are interested in MetisFL are comparing it to the libraries listed below
Sorting:
- Federated Learning Utilities and Tools for Experimentation☆191Updated last year
- Simulation framework for accelerating research in Private Federated Learning☆341Updated last month
- Starting kit for the NeurIPS 2023 unlearning challenge☆375Updated 2 years ago
- Material workbench for the master-level course CS-E4740 "Federated Learning"☆148Updated last month
- Curated list of open source tooling for data-centric AI on unstructured data.☆727Updated last year
- An enterprise-ready and vendor-agnostic federated learning platform.☆161Updated last week
- An Open Framework for Federated Learning.☆809Updated last week
- A place where our community can discuss OpenMined Courses, including posting questions, sharing feedback, or providing comments for discu …☆169Updated 2 years ago
- FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.☆266Updated 2 months ago
- A library for federated learning (a distributed machine learning process) in an enterprise environment.☆519Updated 3 weeks ago
- Confidential AI deployment with secure enclaves☆509Updated last year
- DISCO is a code-free and installation-free browser platform that allows any non-technical user to collaboratively train machine learning …☆166Updated this week
- A large labelled image dataset for benchmarking in federated learning☆102Updated last year
- PipelineDP is a Python framework for applying differentially private aggregations to large datasets using batch processing systems such a…☆280Updated last month
- Official Repo for the 30DaysOfFLCode Challenge Initiative☆75Updated last month
- NVIDIA Federated Learning Application Runtime Environment☆804Updated this week
- Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. F…☆263Updated last year
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆735Updated 4 months ago
- A scalable & efficient active learning/data selection system for everyone.☆217Updated last year
- 📚 A curated list of papers & technical articles on AI Quality & Safety☆193Updated 5 months ago
- Notebooks for the Practicals at the Deep Learning Indaba 2022.☆178Updated last year
- A toolkit for tools and techniques related to the privacy and compliance of AI models.☆107Updated 3 weeks ago
- A curated list of papers that released datasets along with their work☆126Updated 11 months ago
- 📖 A curated list of resources dedicated to synthetic data☆136Updated 3 years ago
- Enterprise graph machine learning framework for billion-scale graphs for ML scientists and data scientists.☆432Updated last week
- The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy☆535Updated last year
- Lab assignments for Introduction to Data-Centric AI, MIT IAP 2024 👩🏽💻☆475Updated 7 months ago
- Fiddler Auditor is a tool to evaluate language models.☆188Updated last year
- A simplified library for decentralized, privacy preserving machine learning☆350Updated 11 months ago
- A curated list of Federated Learning papers/articles and recent advancements.☆100Updated 2 years ago