An open-source framework for machine learning and other computations on decentralized data.
☆2,444Jul 24, 2026Updated this week
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☆6,088Nov 19, 2024Updated last year
- Leaf: A Benchmark for Federated Settings☆910Mar 24, 2023Updated 3 years ago
- Perform data science on data that remains in someone else's server☆9,931Updated this week
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆2,015Sep 3, 2022Updated 3 years ago
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆759Mar 25, 2026Updated 4 months 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.
- Library for training machine learning models with privacy for training data☆2,020Jul 8, 2026Updated 3 weeks ago
- Federated Deep Learning in PaddlePaddle☆513Jul 26, 2023Updated 3 years ago
- A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.☆183Apr 20, 2021Updated 5 years ago
- A PyTorch Implementation of Federated Learning☆1,514Jul 25, 2024Updated 2 years ago
- 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 …☆4,056Oct 28, 2025Updated 9 months ago
- A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆479Aug 1, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,437May 7, 2024Updated 2 years ago
- ☆171Dec 14, 2017Updated 8 years ago
- A Framework for Encrypted Machine Learning in TensorFlow☆1,243Sep 25, 2024Updated last year
- A library for federated learning (a distributed machine learning process) in an enterprise environment.☆537Sep 17, 2025Updated 10 months ago
- Flower: A Friendly Federated AI Framework☆7,058Updated this week
- Federated learning experiment using TensorFlow.js☆166Jul 2, 2026Updated 3 weeks ago
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆342Dec 5, 2021Updated 4 years ago
- Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习☆635Apr 28, 2021Updated 5 years ago
- tf implementation of federated learning☆41May 15, 2019Updated 7 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- resources about federated learning and privacy in machine learning☆545Jun 26, 2024Updated 2 years ago
- A multi-party collaborative machine learning framework☆902Jul 6, 2026Updated 3 weeks ago
- A framework for Privacy Preserving Machine Learning☆1,651Nov 23, 2024Updated last year
- Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)☆316Jul 25, 2024Updated 2 years ago
- Training PyTorch models with differential privacy☆1,944Jul 13, 2026Updated 2 weeks ago
- An easy-to-use federated learning platform☆1,540Aug 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☆2,188Updated this week
- An Open Framework for Federated Learning.☆842Feb 21, 2026Updated 5 months ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond☆2,085May 30, 2024Updated 2 years ago
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆737Nov 16, 2025Updated 8 months ago
- Federated Multi-Task Learning☆131Nov 11, 2018Updated 7 years 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)☆310Apr 18, 2022Updated 4 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