Djura Smits
Vantage6
An open-source platform for supporting the development of federated learning projects
- federated learning
- healthcare
- privacy preserving analysis
- + 1
- Python
- TypeScript
- HTML
- + 6
nanopub
The nanopub library provides a high-level, user-friendly python interface for searching, publishing and retracting nanopublications.
- Inter-operability & linked data
- Python
- Shell
- Batchfile
fairworkflows
A python library for constructing, annotating and publishing scientific workflows described using semantic technologies.
- Python
- HTML
- Common Workflow Language
- + 1
scriptcwl
Create CWL workflows by writing a simple Python script.
- CWL
- Workflow technologies
- Python
- Common Workflow Language
Introduction to deep learning lesson
This lesson gives an introduction to deep learning.
- deep learning
- lesson
- python
- HTML
Verticox+
Verticox+ is a Cox proportional hazards algorithm for vertically distributed data. The solution is based on the Verticox algorithm from Dai et al., 2022. It has been adapted to be used within the Vantage6 framework.
- federated learning
- Java
- privacy preservation
- + 3
- Jupyter Notebook
- Python
- Java
- + 4
NanopubJL
JupyterLab extension to aid in searching and publishing of Nanopublications in a python notebook
- Inter-operability & linked data
- TypeScript
- Python
- JavaScript
- + 3
FHIR to CAPACITY
Retrieves and converts patient records from a FHIR endpoint and uploads it to a CAPACITY registry.
- FAIR
- Inter-operability & linked data
- Jupyter Notebook
- Python