All software
cleanX
CleanX is an open-source python library for exploring, cleaning and augmenting large datasets of X-rays, or certain other types of radiological images.
- Image processing
- Machine learning
- Jupyter Notebook
- Python
- TeX
- + 3
cvasl
This library allows exploration and analyses of neuroimaging datsets. The software was developed to allow implementation of multiple large data harmonization and machine learning algorithms over neuroradiology datasets. The core algorithms are implemented in Python.
- Jupyter Notebook
- Python
- R
- + 3
Data Processing (What Works When for Whom)
Data processing scripts for the project What Works When for Whom
- Jupyter Notebook
- Python
- Shell
Democracy text classification
LLM transfer learning to classify country reports into democracy dimensions.
- fine-tuning
- llm
- transfer learning
- Jupyter Notebook
- Python
Democracy Topic Modelling
Various Jupyter notebooks for topic modelling on democracy texts including BERT and dictionary, keyword-based approaches.
- BERT
- dictionary
- Topic Modelling
- Jupyter Notebook
- Python
Distance explainer
Explainable AI tool for explaining models that create embeddings.
- Embedded spaces
- XAI
- Python
- Jupyter Notebook
- Shell
Drug named entity recognition
A lightweight Python library for finding drug names in a string, otherwise known as named entity recognition (NER) and named entity linking. This library finds only high confidence drugs and doesn't support misspellings at present.
- Data Science
- Medical text
- Natural Language Processing
- + 1
- Jupyter Notebook
- Python
EEG_age_prediction
Deep learning for age prediction using EEG data
- deep learning
- EEG Signal
- Time Series
- Jupyter Notebook
- Python
- Shell
eitprocessing
eitprocessing is an open source collaborative python library for the processing and analysis of electrical impedance tomography for clinical use.
- Electrical impedance tomography
- Image processing
- python
- Jupyter Notebook
- Python
- Dockerfile
Atlas of climate projections
The atlas demonstrates outputs from the probabilistic projection methods developed or assessed in the European Climate Projection system EUCP Horizon2020 project.
- Visualization
- Jupyter Notebook
- Vue
- Python
- + 1
EXCITED Machine Learning Workflow
An open workflow for creating machine learning models for estimating the global biospheric CO2 exchange.
- CO2
- Data Analysis
- geospatial
- + 4
- Jupyter Notebook
- Python
Explainable embeddings
Experiments with regard to explanation of embedded spaces and multi modal models.
- DIANNA
- Embedded spaces
- Explainable AI
- Jupyter Notebook
- Python
- HTML
- + 1