All software
EuLerian Identification of ascending AirStreams - ELIAS 2.0
The ELIAS 2.0 software allows the identification of the footprints of rapidly ascending air streams in the atmosphere at substantially reduced computational costs compared to a conventional trajectory approach.
- Atmospheric science
- Earth & Environment
- Machine learning
- + 1
- Python
- Jupyter Notebook
AutoGaitA
AutoGaitA simplifies, accelerates, and standardises gait analyses after body posture tracking with deep learning algorithms in Python.
- biology
- Gait
- Locomotion
- + 3
- Python
BioAutoML - Democratizing Machine Learning in Life Sciences
BioAutoML automatically runs an end-to-end ML pipeline that can be effectively employed by non-experts. BioAutoML does not require specialized human assistance, i.e., it only needs a training dataset of biological sequences (FASTA files) to perform an end-to-end ML experiment.
- Artificial Intelligence
- Big data
- BioAutoML
- + 3
- Jupyter Notebook
- Python
simona
This package implements infrastructures for ontology analysis by offering efficient data structures, fast ontology traversal methods, and elegant visualizations. It provides a robust toolbox supporting over 70 methods for semantic similarity analysis.
- Data analysis
- Data Visualization
- FAIR Data
- + 3
- R
- C++
- JavaScript
- + 3
Reflectorch
Reflectorch is a Python package for the analysis of X-ray and neutron reflectivity data using Pytorch-based neural networks. It provides fast simulation of reflectometry curves by GPU, parameterization via YAML configuration files, and prior-aware training.
- Machine learning
- neutron
- open source
- + 3
- Python
- TeX
- Dockerfile
cyCONDOR
cyCONDOR, an easy-to-use computational framework for end-to-end High-Dimensional Cytometry data analysis. cyCONDOR offers guided pre-processing, clustering, dimensionality reduction, machine learning, pseudotime analysis, and batch integration, making it ideal for clinical and research settings.
- Data Visualization
- Health
- Machine learning
- + 2
- R
sdaas
Simple machine learning tool in Python computing an anomaly score of seismic waveform amplitudes. By using a pre-trained Isolation forest model, the program can be used for identification of outliers in semismic data, assign robustness weights, or check instruments and metadata errors
- Machine learning
- outlier detection
- seismic metadata
- + 2
- Python
DeepLOKI
DeepLOKI is an AI-based software that uses deep learning to classify zooplankton species from high-resolution images, improving research efficiency by enabling faster and more accurate onboard image analysis in marine science.
- Data analysis
- Earth & Environment
- Machine learning
- + 2
- Python
micromechanics-indentationGUI
Graphical User Interface (GUI) software for analyzing nanoindentation experimental data
- Data analysis
- Data Visualization
- Energy
- + 5
- Python
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