All software
Pyrratt
Bayesian fitting of numerical models to experimental data, returning the full posterior rather than a single best fit. Built on NumPyro/JAX; especially suited to neutron/X-ray reflectivity curves via the md2reflect Abelès/Parratt backend.
- Bayesian
- Data analysis
- FAIR Data
- + 4
- Python
- Shell
sci2grid
sci2grid is a software tool for extracting, filtering, and processing data to build open-source grid models. The main objective of sci2grid is to offer easily accessible and transparent models that support further applications in science, industry, and society.
- Data analysis
- Energy
- ESD
- + 4
Timeseries Management
The Timeseries Management allows to store, visualise, organise and share timeseries data and provides access to a (broad) selection of data from different long-term projects and campaigns (e.g. TERENO, MOSES).
- Data analysis
- Data Visualization
- Earth & Environment
- + 2
UniHarmony
UniHarmony is a sklearn-inspired open-source Python library that aims to implement state-of-the-art data harmonization methods in a unified, standardized language, with extensive documentation and several use-case examples.
- Data analysis
- Image processing
- Machine learning
- + 2
- Python
- Just
- Shell
UTILE-Oxy
Automated workflow using deep learning for the analysis of videos containing oxygen bubbles in PEM electrolyzers: 1. preparing annotated dataset and training models to conduct semantic seg- mentation of bubbles and 2. automating the extraction of bubble properties for further distribution analysis.
- bubbles
- Data analysis
- Data Visualization
- + 7
- Python
- Jupyter Notebook