A flexible, modular, and easy to use library to facilitate federated learning research and development in healthcare settings
☆55Aug 24, 2026Updated this week
Alternatives and similar repositories for FL4Health
Users that are interested in FL4Health are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Toy autograd engine in OCaml with Apple Accelerate backend☆30Jul 31, 2024Updated 2 years ago
- An interpretable foundation model of the patient clinical timeline: event forecasting, calibrated time-to-event alerts, and concept-level…☆62Updated this week
- ☆25Sep 1, 2023Updated 2 years ago
- Official code for "Federated learning for heterogeneous electronic health record systems with cost effective participant selection"☆13Feb 11, 2026Updated 6 months ago
- A toolkit for evaluating and monitoring AI models in clinical settings☆95Updated this week
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- 🌟ProtoHAR: Prototype Guided Personalized Federated Learning for Human Activity Recognition☆17Oct 26, 2023Updated 2 years ago
- Reference Implementations for the RAG bootcamp☆38Aug 18, 2026Updated last week
- ☆11Jul 21, 2024Updated 2 years ago
- ☆28Aug 10, 2025Updated last year
- ☆46Aug 4, 2023Updated 3 years ago
- ☆12May 20, 2021Updated 5 years ago
- My defense presentation☆10Mar 7, 2022Updated 4 years ago
- PyTorch Implementation of Personalized federated learning with theoretical guarantees: A model-agnostic meta-learning approach☆57Feb 1, 2023Updated 3 years ago
- Blockchain-based Federated Learning Utilizing Zero-Knowledge Proofs for Verifiable Training and Aggregation☆14Dec 26, 2024Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Course Material for the Tutorial on Privacy Enhancing Technologies and PPML☆13Oct 29, 2021Updated 4 years ago
- ☆17Jul 24, 2023Updated 3 years ago
- Official implementation of Resisting Backdoor Attacks in Federated Learning via Bidirectional Elections and Individual Perspective☆13Sep 4, 2024Updated last year
- GraphRag vs Embeddings☆16Jul 14, 2024Updated 2 years ago
- (AAAI-24) Federated Learning via Input-Output Collaborative Distillation☆11Dec 28, 2023Updated 2 years ago
- A simple MCP application that delivers curated positive and uplifting news stories.☆47Jul 17, 2025Updated last year
- ☆12Dec 11, 2020Updated 5 years ago
- The official code for ICML 2024 "FedREDefense: Defending against Model Poisoning Attacks for Federated Learning using Model Update Recons…☆30Jun 6, 2024Updated 2 years ago
- Python-based Illumina methylation array analysis software☆16Jan 25, 2024Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆29Oct 3, 2025Updated 10 months ago
- Code for "Lightweight Blockchain-Empowered Secure and Efficient Federated Edge Learning", IEEE Transactions on Computers☆13Mar 12, 2026Updated 5 months ago
- The implementation of our paper Fed-TDA☆15Jan 11, 2023Updated 3 years ago
- Personal homepage for Desh Raj☆14Jan 12, 2026Updated 7 months ago
- Scope: On Detecting Constrained Backdoor Attacks in Federated Learning☆23Jul 2, 2025Updated last year
- Asynchronous Stochastic Gradient Descent with Delay Compensation☆22Jun 9, 2017Updated 9 years ago
- ☆19Jul 24, 2023Updated 3 years ago
- Code to accompany the paper "Deep Learning with Gaussian Differential Privacy"☆34Apr 29, 2021Updated 5 years ago
- ☆14May 17, 2024Updated 2 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.
- [Findings of ACL 2023] Communication Efficient Federated Learning for Multilingual Machine Translation with Adapter☆12Sep 4, 2023Updated 2 years ago
- Simulation code for the paper "FedSL: Federated Split Learning for Collaborative Healthcare Analytics on Resource-Constrained Wearable Io…☆17Feb 2, 2024Updated 2 years ago
- Hephaestus - ETL and ML tools for OHDSI - OMOP CDM☆13Sep 18, 2025Updated 11 months ago
- Official code for "Personalized Federated Learning through Local Memorization" (ICML'22)☆44Jun 12, 2023Updated 3 years ago
- (SIGKDD 2022) Connected Low-Loss Subspace Learning for a Personalization in Federated Learning (https://arxiv.org/abs/2109.07628)☆31Jul 18, 2024Updated 2 years ago
- Codes for paper "ALI-DPFL: Differentially Private Federated Learning with Adaptive Local Iterations"☆17May 22, 2024Updated 2 years ago
- Contains the source code of our Middleware'24 paper "QuickDrop: Efficient Federated Unlearning via Synthetic Data Generation"☆16Oct 2, 2024Updated last year