jefferis/manifoldreduction: Manifold Dimension Reduction after Chigirev and Bialek
Implements a manifold dimension reuduction algorithm based on work of Chigirev and Bialek (NIPS 2004). This takes arbitrary dimension data and tries to move the points onto a lower dimensional manifold using an information theoretic approach. This implementation is based on Matlab code originally due to Nick Masse and Gregory Jefferis.
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Package details |
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| Maintainer | |
| License | GPL-3 |
| Version | 0.2 |
| URL | https://github.com/jefferis/manifoldreduction |
| Package repository | View on GitHub |
| Installation |
Install the latest version of this package by entering the following in R:
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