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49-60 of 90

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

Python
Jupyter Notebook

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

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

grpc4bmi

Run, read and write model state of a numerical simulation written in a variety of languages remotely from Python

Multi-scale & multi model simulations

Python
C++
Dockerfile
+ 5

Harmony

Making harmonisation simple. Social scientists often have to compare items from different questionnaires or datasets. Harmony is a tool that uses natural language processing and generative AI models to help researchers harmonise questionnaire items quickly, even in different languages.

AI
Data
Data Science
+ 10

Jupyter Notebook
Python

HERA_CAL_QUANTUM

Radioastronomy calibration pipeline of the HERA telescope ported on quantum computers

calibration
python
Quantum Computing
+ 1

Jupyter Notebook
Python
Shell