All software
FOWT-ML
Machine learning kit for Hybrid testing in Floating Offshore Wind Turbines (FOWT).
- Machine learning
- wind energy
- Python
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
Pycoeus
Pycoeus is a command-line tool and python package designed for exploration of multiband geospatial datasets. It lets the user iteratively train and retrain segmentation models in seconds. A combination of Deep learning and traditional machine learning is used, leveraging the best of both methods.
- deep learning
- gis
- Machine learning
- + 2
- Python
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
- Batchfile
- Dockerfile
- Jupyter Notebook
- + 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
- Dockerfile
- Python
SSIML2021
Software developed in the project Automation of the Cognitive Mapping Text-analysis Technique
- Machine learning
- Text analysis & natural language processing
- Jupyter Notebook
- Python
Streetscapes
Streetscapes is a package for code for downloading, segmenting and analysing images from Mapillary and KartaView.
- deep learning
- geospatial
- Image processing
- + 2
- Jupyter Notebook
- Python
Streetview Segmentation
Perform semantic segmentation on images, using Facebook's Mask2Former models.
- docker
- image recognition
- Machine learning
- + 2
- Dockerfile
- Python