Simulation framework for accelerating research in Private Federated Learning
☆355Apr 5, 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☆105Mar 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…☆269Aug 26, 2024Updated last year
- Fast, memory-efficient, scalable optimization of deep learning with differential privacy☆145Jan 22, 2026Updated 4 months ago
- Analytic calibration for differential privacy with Gaussian perturbations☆51Oct 7, 2018Updated 7 years ago
- ☆27Apr 15, 2024Updated 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.
- Code for Auditing DPSGD☆39Feb 15, 2022Updated 4 years ago
- Federated Learning Systems Paper List☆75Feb 7, 2024Updated 2 years ago
- Libraries for efficient and scalable group-structured dataset pipelines.☆25Jun 18, 2025Updated 11 months ago
- FedScale is a scalable and extensible open-source federated learning (FL) platform.☆418Dec 18, 2023Updated 2 years ago
- Experiments of the DAI in Healthcare project - skin lesions images use case - using Flower☆17Jul 6, 2022Updated 3 years ago
- Federated Learning with Partial Model Personalization☆42Jul 9, 2022Updated 3 years ago
- Flower: A Friendly Federated AI Framework☆6,914May 23, 2026Updated last week
- [ICML 2024] DPZero: Private Fine-Tuning of Language Models without Backpropagation☆17Sep 4, 2024Updated last year
- ☆14Jan 3, 2024Updated 2 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Source code for the VLDB 2021 paper.☆11May 19, 2021Updated 5 years ago
- Mobile Federated Learning development kit for FedCampus☆19Feb 3, 2024Updated 2 years ago
- ☆23Jan 5, 2025Updated last year
- Federated Learning Framework Benchmark (UniFed)☆49Jun 14, 2023Updated 2 years ago
- ☆38Jun 21, 2022Updated 3 years ago
- A tree-based federated learning system (MLSys 2023)☆152Jan 20, 2025Updated last year
- Code for paper: "Privately generating tabular data using language models".☆15Jun 13, 2023Updated 2 years ago
- Training PyTorch models with differential privacy☆1,931May 20, 2026Updated last week
- ☆27Dec 15, 2022Updated 3 years 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.
- PyTorch Quantization Framework For OCP MX Datatypes.☆16May 30, 2025Updated 11 months ago
- Paper: UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration☆16Dec 31, 2024Updated last year
- ☆11Jul 21, 2024Updated last year
- Leaf: A Benchmark for Federated Settings☆908Mar 24, 2023Updated 3 years ago
- [ICLR 2023] Official JAX/Haiku implementation of the paper "Differentially Private Adaptive Optimization with Delayed Preconditioners"☆16Dec 14, 2022Updated 3 years ago
- Scaleout Edge: Sovereign Edge AI orchestration and Federated Learning☆168May 12, 2026Updated 2 weeks ago
- An Extensible Deep Learning Library☆2,360May 16, 2026Updated 2 weeks 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
- 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.
- ☆28Nov 28, 2023Updated 2 years ago
- Official repo for the paper: Recovering Private Text in Federated Learning of Language Models (in NeurIPS 2022)☆61Mar 13, 2023Updated 3 years ago
- Enhancing Efficiency in Multidevice Federated Learning through Data Selection☆13Apr 15, 2024Updated 2 years ago
- The repository contains code for Adaptive Data Optimization☆36Dec 9, 2024Updated last year
- ☆19Oct 27, 2021Updated 4 years ago
- Algorithms for Privacy-Preserving Machine Learning in JAX☆171Updated this week
- DP-FTRL from "Practical and Private (Deep) Learning without Sampling or Shuffling" for centralized training.☆37May 30, 2025Updated 11 months ago