Stars
Comparison between CBL and FL using Fed-BioMed
A tutorial on using Open Biological and Biomedical Ontologies (OBO)
GREN: Graph-Regularized Embedding Network for Weakly-Supervised Disease Localization in Chest X-rays
Experiments with LangChain, a modular library for leveraging all the power of LLMs!
Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.
Material workbench for the master-level course CS-E4740 "Federated Learning"
Working files for the textbook project "Machine Learning. The Basics"
Privacy Preserving Vertical Federated Learning
Standards and shared components for federated learning frameworks
OpenAPI Generator allows generation of API client libraries (SDK generation), server stubs, documentation and configuration automatically given an OpenAPI Spec (v2, v3)
A collaborative learning framework for empowering biomedical research
FHIR Resources https://www.hl7.org/fhir/resourcelist.html
Python implementation of POPDx - Predictions for unseen, rare, and common labels.
A thread-safe disk based persistent queue in Python
Convert Machine Learning Code Between Frameworks
A flask template with Bootstrap, asset bundling+minification with webpack, starter templates, and registration/authentication. For use with cookiecutter.
Papers from the computer science community to read and discuss.
A PyTorch and TorchDrug based deep learning library for drug pair scoring. (KDD 2022)
Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
Represent SNOMED CT in a different types of databases