Simulation framework for accelerating research in Private Federated Learning
☆357Aug 6, 2026Updated last month
Alternatives and similar repositories for pfl-research
Users that are interested in pfl-research are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A large labelled image dataset for benchmarking in federated learning☆104Mar 6, 2024Updated 2 years ago
- Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. F…☆270Aug 26, 2024Updated 2 years ago
- Analytic calibration for differential privacy with Gaussian perturbations☆52Oct 7, 2018Updated 7 years ago
- A fast algorithm to optimally compose privacy guarantees of differentially private (DP) mechanisms to arbitrary accuracy.☆78Feb 15, 2024Updated 2 years ago
- Code for Auditing DPSGD☆39Feb 15, 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.
- Libraries for efficient and scalable group-structured dataset pipelines.☆25Jul 8, 2026Updated 2 months ago
- FedScale is a scalable and extensible open-source federated learning (FL) platform.☆421Dec 18, 2023Updated 2 years ago
- Flower: A Friendly Federated AI Framework☆7,116Updated this week
- ☆14Jan 3, 2024Updated 2 years ago
- ☆23Jan 5, 2025Updated last year
- Federated Learning Framework Benchmark (UniFed)☆48Jun 14, 2023Updated 3 years ago
- Code for paper: "Privately generating tabular data using language models".☆16Jun 13, 2023Updated 3 years ago
- ☆38Jun 21, 2022Updated 4 years ago
- A tree-based federated learning system (MLSys 2023)☆153Jan 20, 2025Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Training PyTorch models with differential privacy☆1,954Jul 13, 2026Updated last month
- Paper: UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration☆16Dec 31, 2024Updated last year
- ☆11Jul 21, 2024Updated 2 years ago
- Leaf: A Benchmark for Federated Settings☆911Mar 24, 2023Updated 3 years ago
- Lint for privacy☆30Sep 5, 2022Updated 4 years ago
- [ICLR 2023] Official JAX/Haiku implementation of the paper "Differentially Private Adaptive Optimization with Delayed Preconditioners"☆16Dec 14, 2022Updated 3 years ago
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆36Jan 9, 2023Updated 3 years ago
- Efficient LLM Inference Acceleration using Prompting☆50Oct 22, 2024Updated last year
- FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.☆272Aug 6, 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.
- An Extensible Deep Learning Library☆2,372Jul 8, 2026Updated last month
- Official repo for the paper: Recovering Private Text in Federated Learning of Language Models (in NeurIPS 2022)☆59Mar 13, 2023Updated 3 years ago
- Enhancing Efficiency in Multidevice Federated Learning through Data Selection☆13Apr 15, 2024Updated 2 years ago
- Cross-silo Federated Learning playground in Python. Discover 7 real-world federated datasets to test your new FL strategies and try to be…☆241Jul 7, 2026Updated 2 months ago
- [ICML 2024] DPZero: Private Fine-Tuning of Language Models without Backpropagation☆17Sep 4, 2024Updated 2 years ago
- Developing AGI technologies that integrate tactile and visual information to simulate human-level haptic perception and generate immersiv…☆15Dec 18, 2025Updated 8 months ago
- Algorithms for Privacy-Preserving Machine Learning in JAX☆193Updated this week
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆2,019Sep 3, 2022Updated 4 years ago
- ☆15Jul 13, 2021Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆19Oct 27, 2021Updated 4 years ago
- ☆39Oct 29, 2025Updated 10 months ago
- Karpathy's llama2.c transpiled to MLX for Apple Silicon☆14Dec 28, 2023Updated 2 years ago
- An implementation for a federated learning environment in python using Keras☆24Jul 17, 2019Updated 7 years ago
- Fast parallel LLM inference for MLX☆246Jul 7, 2024Updated 2 years ago
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆761Mar 25, 2026Updated 5 months ago
- autodp: A flexible and easy-to-use package for differential privacy☆281Dec 5, 2023Updated 2 years ago