Euler characteristic of images and finite point sets.
Compute Euler Characteristic curves and surfaces of image and point data.
For the package to install correctly the prerequisites are
C++compiler. Windows users need to install a recent version of Visul Studio
cmakeversion >= 3.8
pybind11version >= 2.2
conda installed run the following commands in a terminal window.
$ conda install -c anaconda cmake $ conda install -c conda-forge pybind11
This module makes use of features provided by the following Python modules
- matplotlib, used in the display module of the package
- scipy, used to obtain Delaunay triangulations of 2D and 3d finite point sets
- scikit-learn, for nearest neighbours algorithm to obtain an estimate of the inverse of the local density in a finite set of points
The documentation for this project is available at https://gbeltramo.github.io/euchar/, where usage examples are also provided for computing both Euler characteristic curves and Euler characteristic surfaces.
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