adap / flowerLinks
Flower: A Friendly Federated AI Framework
☆6,556Updated last week
Alternatives and similar repositories for flower
Users that are interested in flower are comparing it to the libraries listed below
Sorting:
- FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a …☆3,994Updated 2 months ago
- Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond☆2,050Updated last year
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆1,995Updated 3 years ago
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,416Updated last year
- Training PyTorch models with differential privacy☆1,894Updated 2 months ago
- An open-source framework for machine learning and other computations on decentralized data.☆2,420Updated 3 weeks ago
- Leaf: A Benchmark for Federated Settings☆895Updated 2 years ago
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆741Updated 7 months ago
- A PyTorch Implementation of Federated Learning☆1,496Updated last year
- Master Federated Learning in 2 Hours—Run It on Your PC!☆2,038Updated last month
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆726Updated last month
- An easy-to-use federated learning platform☆1,496Updated last year
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆815Updated 2 months ago
- NVIDIA Federated Learning Application Runtime Environment☆859Updated this week
- Benchmark of federated learning. Dedicated to the community. 🤗☆664Updated 3 weeks ago
- An Open Framework for Federated Learning.☆823Updated last week
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆712Updated 2 years ago
- A library for federated learning (a distributed machine learning process) in an enterprise environment.☆524Updated 3 months ago
- Handy PyTorch implementation of Federated Learning (for your painless research)☆462Updated 2 years ago
- Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)☆1,913Updated 3 months ago
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆611Updated last year
- 联邦学习☆1,145Updated 2 years ago
- ☆21Updated 2 years ago
- ☆886Updated last year
- A framework for Privacy Preserving Machine Learning☆1,635Updated last year
- Experiments on MNIST dataset and federated training using Flower framework☆41Updated this week
- The first open Federated Learning framework implemented in C++ and Python.☆521Updated last year
- FedScale is a scalable and extensible open-source federated learning (FL) platform.☆409Updated 2 years ago
- Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. F…☆266Updated last year
- Perform data science on data that remains in someone else's server☆9,836Updated 5 months ago