FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.
☆271Apr 6, 2026Updated 3 weeks ago
Alternatives and similar repositories for fedjax
Users that are interested in fedjax are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICLR 2023] Official JAX/Haiku implementation of the paper "Differentially Private Adaptive Optimization with Delayed Preconditioners"☆16Dec 14, 2022Updated 3 years ago
- Private Adaptive Optimization with Side Information (ICML '22)☆16Jun 23, 2022Updated 3 years ago
- Leaf: A Benchmark for Federated Settings☆903Mar 24, 2023Updated 3 years ago
- Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. F…☆269Aug 26, 2024Updated last year
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆752Mar 25, 2026Updated last month
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆1,422Mar 31, 2026Updated last month
- Conformal Prediction + Federated Learning☆16Mar 16, 2024Updated 2 years ago
- Optax is a gradient processing and optimization library for JAX.☆2,254Updated this week
- Implementation of EF and EF21 methods and their comparison on several tasks☆10Feb 24, 2024Updated 2 years ago
- Federated posterior averaging implemented in JAX☆51Apr 13, 2023Updated 3 years ago
- Simplicial-FL to manage client device heterogeneity in Federated Learning☆22Aug 3, 2023Updated 2 years ago
- Implementation of "Federated Full-Parameter Tuning of Billion-Sized Language Models with Communication Cost under 18 Kilobytes" (https://…☆13May 6, 2024Updated last year
- ☆938Apr 10, 2026Updated 3 weeks ago
- ☆25Apr 4, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Federated Learning Framework Benchmark (UniFed)☆49Jun 14, 2023Updated 2 years ago
- A tree-based federated learning system (MLSys 2023)☆152Jan 20, 2025Updated last year
- An Efficient Learning Framework For Federated XGBoostUsing Secret Sharing And Distributed Optimization☆32Mar 8, 2025Updated last year
- Libraries for efficient and scalable group-structured dataset pipelines.☆25Jun 18, 2025Updated 10 months ago
- A High Level API for Deep Learning in JAX☆474Dec 15, 2022Updated 3 years ago
- A Graph Neural Network Library in Jax☆1,468Mar 18, 2024Updated 2 years ago
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆728Mar 24, 2023Updated 3 years ago
- Algorithms for Privacy-Preserving Machine Learning in JAX☆169Apr 24, 2026Updated last week
- ☆53Jun 22, 2021Updated 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 library for federated learning (a distributed machine learning process) in an enterprise environment.☆532Sep 17, 2025Updated 7 months ago
- A selection of neural network models ported from torchvision for JAX & Flax.☆45Jul 19, 2025Updated 9 months ago
- PIX is an image processing library in JAX, for JAX.☆436Mar 6, 2025Updated last year
- JAX-based neural network library☆3,228Updated this week
- Cross-silo Federated Learning playground in Python. Discover 7 real-world federated datasets to test your new FL strategies and try to be…☆234Jun 19, 2024Updated last year
- JAX - A curated list of resources https://github.com/google/jax☆2,101Jan 20, 2026Updated 3 months ago
- [NeurIPS 2022] JAX/Haiku implementation of "On Privacy and Personalization in Cross-Silo Federated Learning"☆27Apr 16, 2023Updated 3 years ago
- This project was moved to: https://github.com/coax-dev/coax☆161Nov 28, 2022Updated 3 years ago
- FedScale is a scalable and extensible open-source federated learning (FL) platform.☆416Dec 18, 2023Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Modular framework for Reinforcement Learning in python☆185Feb 1, 2023Updated 3 years ago
- Secure multi-party linear regression at plaintext speed☆17Mar 20, 2022Updated 4 years ago
- Official code for "Personalized Federated Learning through Local Memorization" (ICML'22)☆44Jun 12, 2023Updated 2 years ago
- Pax is a Jax-based machine learning framework for training large scale models. Pax allows for advanced and fully configurable experimenta…☆549Apr 23, 2026Updated last week
- Official code for "Throughput-Optimal Topology Design for Cross-Silo Federated Learning" (NeurIPS'20)☆32Oct 10, 2022Updated 3 years ago
- A curated list of resources to help with computational research.☆21Jun 11, 2022Updated 3 years ago
- A large labelled image dataset for benchmarking in federated learning☆104Mar 6, 2024Updated 2 years ago