This release is a pre-release and may not be stable for production use.
V-Mapper - Velocity Mapper
V-Mapper (velocity Mapper) is an extension of Mapper, which is a well-known topological data analysis (TDA) method for extracting high-dimensional topological structures as a graph [Singh et al., 2007]. V-Mapper is for high-dimensional data with position and velocity and describes a topological structure and flows on it simultaneously as a weighted directed graph (V-Mapper graph) by embedding given velocity data in the edges of the Mapper graph.
Installation
To install V-Mapper package, use pip as follows:
$ pip install vmapper
Requirements
- Python3
- numpy
- scipy
- scikit-learn
4 maintainers
Metadata
4 maintainers
Release files for vmapper 0.1.0.dev202308060456
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