GeoTop
Lipschitz-Killing Curvatures and Topological Data Analysis method for Machine Learning Image Classification (computer vision)!
Info
Members (researchers): Ian Morilla
Research Groups: Machine Learning in Multi-Omics (MLiMO)
Contact Email: morilla@math.univ-paris13.fr
Tool Repository: https://github.com/MorillaLab/GeoTop
Documentation: https://github.com/MorillaLab/GeoTop
Publications DOI: arXiv:2311.16157
Artificial Intelligence, Cloud Computing, Computational Methods, Data Visualization, High-performance Computing, Image analysis, Parallel Computing, Single-cell (scRNA-seq), Spatial transcriptomics, Statistical Methods for Biology
Technical details
Type of application
- Command line pipeline
- R/python package
Software compatibility
Hardware requirements
Programming language
- BASH
- Python
Type of containerization
Wrapper type
Input file formats
- TIFF