All software
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
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
challengeR
challengeR: Methods and open-source toolkit for analyzing and visualizing challenge results
- Computer science
- Image processing
- Machine learning
- + 2
- R
DL4PuDe
DL4PuDe is an AI-based framework that automatically detects pushing behavior in crowd videos, leading to a better understanding of pushing dynamics. This knowledge is crucial for better crowd management strategies and better design of public places, making public places more comfortable and safer.
- Artificial Intelligence
- Crowd Management
- Deep Learning
- + 3
- Jupyter Notebook
- Python
- Cuda
- + 2
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
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
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
Anomx
Turn complex time-series data into actionable intelligence. Anomx combines AI agents, anomaly detection and predictive models to connect signals, investigate change and guide action. Built primarily for on-premises deployment, with hosted SaaS coming soon.
- AI agents
- anomaly detection
- Data analysis
- + 5
AutoGaitA
AutoGaitA streamlines and standardises kinematic analyses of any species performing any rhythmic behaviour, such as walking, swimming or flying. AutoGaitA analyses the kinematics of body coordinate time series data obtained in 2D or 3D with marker-less or marker-based methods.
- biology
- Gait
- Locomotion
- + 3
- 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
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