Description: This code estimates the intrinsic dimension of a dataset. It
calculates three estimates. The estimator by the authors which was
proposed in
M. Hein, J-Y. Audibert
Intrinsic dimensionality estimation of submanifolds in Euclidean space
Proceedings of the 22nd ICML, 289-296, Eds. L. de Raedt and S. Wrobel, 2005
and two classical estimators: the correlation dimension and the Takens estimator
(see the paper for references).
Two possible implementations are available. The first one is C-Code and the other
one is a mex-file for the usage in MATLAB.
The usage of this code is allowed for scientific purposes. If you use this code
please cite the above paper.
To Search:
File list (Check if you may need any files):
GetDim.cpp
matlab
......\Dimension_Exp.m
......\GenerateManifoldData.cpp
......\GetDim.cpp
......\ReadMe.txt
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