All software
e2e-Dutch
Coreference resolution for Dutch: automatically links references to the same entity in Dutch written texts.
- Machine learning
- Text analysis & natural language processing
- Python
- C++
- Shell
EEG epilepsy diagnosis
R package developed to extract features from multivariate time series from EEG data and feed them into a random forest classifier.
- Machine learning
- R
- Rebol
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
Forecasting the grid emission factor for the Netherlands
A workflow to produce emission factor forecasts for the electricity mix of the Netherlands, up to 7 days ahead.
- electricity grid
- emission factor
- Forecasting
- + 1
- Python
- Dockerfile
htr-quality-classifier
A package to determine the quality of a a digitized text, from a handwritten script or scanned print (HTR/OCR output).
- Machine learning
- python
- Text analysis & natural language processing
- Jupyter Notebook
- Python
- Shell
NeuroGym
NeuroGym is a curated collection of neuroscience tasks with a common interface. The goal is to facilitate the training of neural network models on neuroscience tasks.
- deep learning
- Machine learning
- Neuroscience
- + 3
- Python
NPLinker eScience Workshop GenMetMine Materials
These materials were used as a part of the NPLinker eScience Workshop on Natural Product Genome & Metabolome Mining: https://www.wur.nl/en/research-results/chair-groups/plant-sciences/bioinformatics/teaching/nplinker_workshop.htm Most materials are available in a format facilitating its reuse.
- Data mining
- genomics
- Inter-operability & linked data
- + 4
QMCTorch
Use and design neural network ansatz wave function for real-space quantum Monte Carlo simulations of molecular systems.
- Computational Chemistry
- GPU
- High performance computing
- + 2
- Python
- TeX
ReSurfEMG
ReSurfEMG is an open source collaborative python library for analysis of respiratory electromyography (EMG). The library includes functions for pre-processing, analysis and machine learning.
- electrophysiology
- EMG
- Machine learning
- + 1
- Jupyter Notebook
- Python
- TeX
- + 3
Satsense
A Python library for land use classification based in satellite images.
- Image processing
- Machine learning
- Jupyter Notebook
- Python
Springtime
Spatiotemporal phenology research with interpretable models
- geospatial
- Machine learning
- phenology
- Python
- Dockerfile
SSIML2021
Software developed in the project Automation of the Cognitive Mapping Text-analysis Technique
- Machine learning
- Text analysis & natural language processing
- Jupyter Notebook
- Python