An Industrial Grade Federated Learning Framework
☆6,096Nov 19, 2024Updated last year
Alternatives and similar repositories for FATE
Users that are interested in FATE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An open-source framework for machine learning and other computations on decentralized data.☆2,452Updated this week
- Manage federated learning workload using cloud native technologies.☆435Oct 31, 2024Updated last year
- Federated Deep Learning in PaddlePaddle☆512Jul 26, 2023Updated 3 years ago
- FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a …☆4,065Oct 28, 2025Updated 10 months ago
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆2,020Sep 3, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A multi-party collaborative machine learning framework☆900Jul 6, 2026Updated 2 months ago
- A scalable, high-performance serving system for federated learning models☆143Dec 19, 2024Updated last year
- Perform data science on data that remains in someone else's server☆10,031Updated this week
- A PyTorch Implementation of Federated Learning☆1,517Jul 25, 2024Updated 2 years ago
- A Simple High Performance Computing Framework for [Federated] Machine Learning☆253Jun 20, 2025Updated last year
- FATE's Visualization Toolkit☆109Jan 9, 2025Updated last year
- Leaf: A Benchmark for Federated Settings☆911Mar 24, 2023Updated 3 years ago
- ☆897Jul 27, 2024Updated 2 years ago
- Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习☆638Apr 28, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- An easy-to-use federated learning platform☆1,542Aug 10, 2024Updated 2 years ago
- Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond☆2,094May 30, 2024Updated 2 years ago
- A unified framework for privacy-preserving data analysis and machine learning☆2,712Apr 24, 2026Updated 4 months ago
- Flower: A Friendly Federated AI Framework☆7,132Updated this week
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,439May 7, 2024Updated 2 years ago
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆734Mar 24, 2023Updated 3 years ago
- 联邦学习☆1,150Mar 14, 2023Updated 3 years ago
- FedAI 社区中文文档☆139May 10, 2024Updated 2 years ago
- A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆478Aug 1, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- resources about federated learning and privacy in machine learning☆544Jun 26, 2024Updated 2 years ago
- Solution for deploying and managing end-to-end federated learning workflows☆58Updated this week
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆737Nov 16, 2025Updated 10 months ago
- A Privacy-Preserving Framework Based on TensorFlow☆551Apr 26, 2022Updated 4 years ago
- Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)☆2,014May 20, 2026Updated 3 months ago
- Simulate a federated setting and run differentially private federated learning.☆393Mar 7, 2025Updated last year
- A Framework for Encrypted Machine Learning in TensorFlow☆1,242Sep 25, 2024Updated last year
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆828Oct 20, 2025Updated 10 months ago
- A framework for Privacy Preserving Machine Learning☆1,649Nov 23, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆340Dec 5, 2021Updated 4 years ago
- Master Federated Learning in 2 Hours—Run It on Your PC!☆2,161Jan 25, 2026Updated 7 months ago
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆761Mar 25, 2026Updated 5 months ago
- Federated Computer Vision Engine☆113Feb 18, 2021Updated 5 years ago
- Fair Resource Allocation in Federated Learning (ICLR '20)☆252Dec 2, 2023Updated 2 years ago
- A library for federated learning (a distributed machine learning process) in an enterprise environment.☆536Sep 17, 2025Updated last year
- Versatile framework for multi-party computation☆1,180Updated this week