All software
DoE2Vec
DoE2Vec is a self-supervised approach to learn exploratory landscape analysis features from design of experiments. The model can be used for downstream meta-learning tasks such as learninig which optimizer works best on a given optimization landscape.
- Machine learning
- optimization
- python
- Python
- R
- Makefile
FastMLC
Detect clusters in for example large collections of DNA or protein sequences, and visualize the results in a web browser.
- Big data
- Machine learning
- Visualization
- C++
- C
- Makefile
- + 5
MapReader
MapReader is an end-to-end computer vision (CV) pipeline for exploring and analyzing images at scale.
- computer vision
- digital humanities
- geospatial
- + 4
- Python
- TeX
- Dockerfile
- + 1
gammalearn
Deep Learning for Imaging Cherenkov Telescopes Data Analysis
- cta
- deep learning
- Gamma-ray telescopes
- + 1
- Python
- Dockerfile
Clustering Geo-data Cubes
Tool to perform cluster analysis of multi-dimensional geospatial data, running on local or distributed systems.
- Big data
- geospatial
- Machine learning
- + 1
- Python
- Jupyter Notebook
- TeX
Code supporting the paper: A Bayesian finite-element trained machine learning approach for predicting post-burn contraction
Code supporting the paper: A Bayesian finite-element trained machine learning approach for predicting post-burn contraction
- Feed-forward neural network
- Machine learning
- MATLAB
- + 5
Code underlying the publication: Forecasting estuarine salt intrusion in the Rhine-Meuse delta using an LSTM model
Code underlying the publication: Forecasting estuarine salt intrusion in the Rhine-Meuse delta using an LSTM model
- chloride
- Delta
- estuary
- + 7
finite-strain-inverse-designed-spinodoids
Data and Code underlying publication: Experiment-informed finite-strain inverse design of spinodal metamaterials
- In situ characterization
- Inverse design
- Machine learning
- + 2
- Other
- Python
- Matlab
PuReGoMe
Analyzes social media messages for polarity and stance towards governmental COVID-19 measures
- Machine learning
- Social media
- Jupyter Notebook
- Python
- Shell
eEecology Classification
Automatic classification of accelerometer data using a supervised learning approach.
- Machine learning
- Java
- JavaScript
- HTML
- + 3
mexca
Capture emotion expressions from video, audio, and text with a single pipeline.
- Audio processing
- Image processing
- Machine learning
- + 1
- Python
- Dockerfile
- Shell
sv-channels
Genome-wide detection of structural variants using deep learning
- Machine learning
- Python
- Jupyter Notebook
- R
- + 1