A library for federated learning (a distributed machine learning process) in an enterprise environment.
☆535Sep 17, 2025Updated last year
Alternatives and similar repositories for federated-learning-lib
Users that are interested in federated-learning-lib are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆2,022Sep 3, 2022Updated 4 years ago
- resources about federated learning and privacy in machine learning☆544Jun 26, 2024Updated 2 years ago
- An open-source framework for machine learning and other computations on decentralized data.☆2,454Updated this week
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆762Mar 25, 2026Updated 6 months ago
- A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆478Aug 1, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Leaf: A Benchmark for Federated Settings☆911Mar 24, 2023Updated 3 years ago
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆244Jul 25, 2024Updated 2 years ago
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆340Dec 5, 2021Updated 4 years ago
- A PyTorch Implementation of Federated Learning☆1,516Jul 25, 2024Updated 2 years ago
- FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a …☆4,069Oct 28, 2025Updated 11 months ago
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆738Nov 16, 2025Updated 10 months ago
- Flower: A Friendly Federated AI Framework☆7,156Updated this week
- Privacy Preserving Vertical Federated Learning☆221Jun 1, 2023Updated 3 years ago
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆734Mar 24, 2023Updated 3 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.
- Federated Learning Framework Benchmark (UniFed)☆48Jun 14, 2023Updated 3 years ago
- A framework for Privacy Preserving Machine Learning☆1,649Nov 23, 2024Updated last year
- An Industrial Grade Federated Learning Framework☆6,102Nov 19, 2024Updated last year
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,441May 7, 2024Updated 2 years ago
- An Open Framework for Federated Learning.☆843Aug 25, 2026Updated last month
- Perform data science on data that remains in someone else's server☆10,040Updated this week
- Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)☆310Apr 18, 2022Updated 4 years ago
- Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond☆2,099May 30, 2024Updated 2 years ago
- An easy-to-use federated learning platform☆1,544Aug 10, 2024Updated 2 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.
- Federated Deep Learning in PaddlePaddle☆512Jul 26, 2023Updated 3 years ago
- NVIDIA Federated Learning Application Runtime Environment☆981Updated this week
- Diffprivlib: The IBM Differential Privacy Library☆920Sep 23, 2026Updated 2 weeks ago
- Scaleout Edge: Sovereign Edge AI orchestration and Federated Learning☆170Sep 22, 2026Updated 2 weeks ago
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆618Feb 26, 2024Updated 2 years ago
- [ICLR'21] FedBN: Federated Learning on Non-IID Features via Local Batch Normalization☆272Nov 13, 2025Updated 10 months ago
- Byzantine-resilient distributed SGD with TensorFlow.☆40Jan 22, 2021Updated 5 years ago
- FedScale is a scalable and extensible open-source federated learning (FL) platform.☆421Dec 18, 2023Updated 2 years ago
- FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.☆193Apr 11, 2025Updated last year
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)☆316Jul 25, 2024Updated 2 years ago
- Simulate a federated setting and run differentially private federated learning.☆393Mar 7, 2025Updated last year
- Fair Resource Allocation in Federated Learning (ICLR '20)☆252Dec 2, 2023Updated 2 years ago
- A multi-party collaborative machine learning framework☆901Jul 6, 2026Updated 3 months ago
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆828Oct 20, 2025Updated 11 months ago
- The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy☆551May 11, 2026Updated 4 months ago
- A Framework for Encrypted Machine Learning in TensorFlow☆1,242Sep 25, 2024Updated 2 years ago