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37-48 of 50

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

Streetscapes

Streetscapes is a package for code for downloading, segmenting and analysing images from Mapillary and KartaView.

deep learning
geospatial
Image processing
+ 2

Python

Streetview Segmentation

Perform semantic segmentation on images, using Facebook's Mask2Former models.

docker
image recognition
Machine learning
+ 2

Python
Dockerfile

Swan

Swan is a Python package to create statistical models to predict molecular properties

Machine learning

Python
Jupyter Notebook