Scikit-Dimension: A Python Package for Intrinsic Dimension Estimation.
Jonathan BacEvgeny M. MirkesAlexander N. GorbanIvan TyukinAndrei Yu. ZinovyevPublished in: Entropy (2021)
Keyphrases
- intrinsic dimension
- intrinsic dimensionality
- high dimensions
- vector space
- diffusion maps
- dimensionality reduction
- noisy data
- dimension reduction
- nearest neighbor
- high dimensional data
- probability density
- similarity search
- data distribution
- low dimensional
- high dimensional
- maximum likelihood estimation
- decision trees
- neural network
- least squares
- active learning
- feature vectors
- singular values
- training data
- computer vision