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Euler characteristic of images and finite point sets.

Project description

euchar

Compute Euler Characteristic curves and surfaces of image and point data.

Installation

For the package to install correctly the prerequisites are

  • CMake version >= 3.8
  • pybind11 version >= 2.2

This module makes use of features provided by the following Python modules

  • numpy
  • 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

Examples

See the /notebooks/ directory of the github page for usage examples.

Documentation

The documentation for this project is available at https://gbeltramo.github.io/euchar/

Project details


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