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Python implementation of the Ball Mapper algorithm.

Project description

pyBallMapper

version

Python version of the Ball Mapper algorithm described in arXiv:1901.07410 .

Installation

pip install pyballmapper

Basic usage

from pyballmapper import BallMapper
bm = BallMapper(points = my_pointcloud,    # the pointcloud, as a numpy array
                epsilon = 0.25)            # the radius of the covering balls

For more info check out the example notebooks .

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