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.

GetDim.cpp
matlab
......\Dimension_Exp.m
......\GenerateManifoldData.cpp
......\GetDim.cpp
......\ReadMe.txt

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