Various Methods for Estimating Intrinsic Dimension
Intrinsic Dimension Estimation with Convergence Property of a U-statis...
Intrinsic Dimension Estimation with Correlation Integral
Data generator for intrinsic dimension estimation.
Algorithms for Estimating Intrinsic Dimensions.
Maximum Likelihood Estimation of Intrinsic Dimension.
Manifold-Adaptive Local Dimension Estimation.
Intrinsic Dimensionality Estimation from Near-Neighbor Information.
Intrinsic Dimension Estimation Using Packing Numbers.
Higher-order Local Information Dimension Estimator.
An implementation of various methods for estimating intrinsic dimension of vector-valued dataset or distance matrix. Most methods implemented are based on different notion of fractal dimension such as the capacity dimension, the box-counting dimension, and the information dimension.