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The core algorithm is described in "Ball mapper: a shape summary for topological data analysis" by Pawel Dlotko, (2019) <doi:10.48550/arXiv.1901.07410>. Please consult the following youtube video <https://www.youtube.com/watch?v=M9Dm1nl_zSQfor> the idea of functionality. Ball Mapper provide a topologically accurate summary of a data in a form of an abstract graph. To create it, please provide the coordinates of points (in the points array), values of a function of interest at those points (can be initialized randomly if you do not have it) and the value epsilon which is the radius of the ball in the Ball Mapper construction. It can be understood as the minimal resolution on which we use to create the model of the data.
| Version: | 0.2.0 |
| Imports: | igraph, scales, networkD3, testthat, fields, methods, stringr |
| Published: | 2019-08-20 |
| DOI: | 10.32614/CRAN.package.BallMapper |
| Author: | Pawel Dlotko [aut, cre] |
| Maintainer: | Pawel Dlotko <pdlotko at gmail.com> |
| License: | MIT + file LICENCE |
| NeedsCompilation: | no |
| CRAN checks: | BallMapper results |
| Reference manual: | BallMapper.pdf |
| Package source: | BallMapper_0.2.0.tar.gz |
| Windows binaries: | r-devel: BallMapper_0.2.0.zip, r-release: BallMapper_0.2.0.zip, r-oldrel: BallMapper_0.2.0.zip |
| macOS binaries: | r-release (arm64): BallMapper_0.2.0.tgz, r-oldrel (arm64): BallMapper_0.2.0.tgz, r-release (x86_64): BallMapper_0.2.0.tgz, r-oldrel (x86_64): BallMapper_0.2.0.tgz |
| Old sources: | BallMapper archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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