Scikit-dimension: a Python package for intrinsic dimension estimation.
Jonathan BacEvgeny M. MirkesAlexander N. GorbanIvan TyukinAndrei Yu. ZinovyevPublished in: CoRR (2021)
Keyphrases
- 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