IntrinsicDimEstimator is a Python module for estimating dataset intrinsic dimensionality, featuring multiple algorithms including CorrDim, NearNbDim, Packing Numbers, GMST, Eigenvalue Analysis, and MLE.
python data-science machine-learning pca dimensionality-reduction data-analysis mle instrinsic-dimension intrinsic-dimensionality corrdim nearnbdim gmst
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Updated
Feb 15, 2024 - Python