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Scikit-dimension: a Python package for intrinsic dimension estimation.
Jonathan Bac
Evgeny M. Mirkes
Alexander N. Gorban
Ivan Tyukin
Andrei Yu. Zinovyev
Published in:
CoRR (2021)
Keyphrases
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intrinsic dimension
intrinsic dimensionality
vector space
high dimensions
noisy data
dimensionality reduction
nearest neighbor
diffusion maps
dimension reduction
high dimensional
high dimensional data
similarity search
data distribution
singular values
probability density
data sets
low dimensional
density estimation
principal component analysis
pattern recognition
face recognition