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