An open-source framework for machine learning and other computations on decentralized data.
☆2,442Jun 23, 2026Updated 2 weeks ago
Alternatives and similar repositories for tensorflow-federated
Users that are interested in tensorflow-federated 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 Industrial Grade Federated Learning Framework☆6,082Nov 19, 2024Updated last year
- Leaf: A Benchmark for Federated Settings☆908Mar 24, 2023Updated 3 years ago
- Perform data science on data that remains in someone else's server☆9,916Updated this week
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆2,017Sep 3, 2022Updated 3 years ago
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆757Mar 25, 2026Updated 3 months ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Federated Deep Learning in PaddlePaddle☆515Jul 26, 2023Updated 2 years ago
- Library for training machine learning models with privacy for training data☆2,015Updated this week
- A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.☆183Apr 20, 2021Updated 5 years ago
- A PyTorch Implementation of Federated Learning☆1,517Jul 25, 2024Updated last year
- Simulate a federated setting and run differentially private federated learning.☆393Mar 7, 2025Updated last year
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆733Mar 24, 2023Updated 3 years ago
- Fair Resource Allocation in Federated Learning (ICLR '20)☆253Dec 2, 2023Updated 2 years ago
- FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a …☆4,050Oct 28, 2025Updated 8 months ago
- A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆479Aug 1, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,441May 7, 2024Updated 2 years ago
- ☆171Dec 14, 2017Updated 8 years ago
- A Framework for Encrypted Machine Learning in TensorFlow☆1,242Sep 25, 2024Updated last year
- A library for federated learning (a distributed machine learning process) in an enterprise environment.☆537Sep 17, 2025Updated 9 months ago
- Flower: A Friendly Federated AI Framework☆7,015Updated this week
- Federated learning experiment using TensorFlow.js☆166Updated this week
- tf implementation of federated learning☆41May 15, 2019Updated 7 years ago
- Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习☆635Apr 28, 2021Updated 5 years ago
- resources about federated learning and privacy in machine learning☆545Jun 26, 2024Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- A multi-party collaborative machine learning framework☆902Updated this week
- A framework for Privacy Preserving Machine Learning☆1,648Nov 23, 2024Updated last year
- Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)☆316Jul 25, 2024Updated last year
- Training PyTorch models with differential privacy☆1,936Jun 14, 2026Updated 3 weeks ago
- An easy-to-use federated learning platform☆1,539Aug 10, 2024Updated last year
- Code for "Analyzing Federated Learning through an Adversarial Lens" https://arxiv.org/abs/1811.12470☆153Oct 3, 2022Updated 3 years ago
- TFX is an end-to-end platform for deploying production ML pipelines☆2,187Jun 30, 2026Updated last week
- Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond☆2,079May 30, 2024Updated 2 years ago
- An Open Framework for Federated Learning.☆839Feb 21, 2026Updated 4 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆734Nov 16, 2025Updated 7 months ago
- Curated notebooks on how to train neural networks using differential privacy and federated learning.☆66Jan 15, 2021Updated 5 years ago
- Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)☆311Apr 18, 2022Updated 4 years ago
- Federated Multi-Task Learning☆131Nov 11, 2018Updated 7 years ago
- Federated Learning: Client application doing classification of images and local training. Works better with the Parameter Server at https…☆150Mar 18, 2019Updated 7 years ago
- Manage federated learning workload using cloud native technologies.☆436Oct 31, 2024Updated last year
- A simulation framework for Federated Learning written in PyTorch☆206Apr 9, 2022Updated 4 years ago