Metadata-Version: 2.1
Name: IntrinsicDimEstimator
Version: 0.3.1
Summary: Intrinsic Dimensionality Estimation
Author: Eng. Alberto Biscalchin
Author-email: <biscalchin.mau.se@gmail.com>
Keywords: intrinsic dimensionality,dimensionality estimation,data analysis,machine learning
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Science/Research
Classifier: Programming Language :: Python :: 3
Classifier: Operating System :: OS Independent
Description-Content-Type: text/markdown
License-File: LICENSE.txt
Requires-Dist: numpy
Requires-Dist: scikit-learn
Requires-Dist: scipy
Requires-Dist: matplotlib

A package for estimating the intrinsic dimensionality of a dataset. Supports multiple estimation methods including Correlation Dimension, Nearest Neighbor Dimension, Packing Numbers, Geodesic Minimum Spanning Tree, Eigenvalue Analysis, and Maximum Likelihood Estimation.
