/independent_coordinate_search

Repository for "Selecting the independent coordinates of manifolds with large aspect ratios" at NeurIPS'19

Primary LanguagePythonBSD 2-Clause "Simplified" LicenseBSD-2-Clause

Independent Eigencoordinate Selection (IES) algorithm

Repository for Selecting the independent coordinates of manifolds with large aspect ratios at NeurIPS'19.

Dependency

  • python 3.6 (fully tested)
  • numpy, scipy, matplotlib, seaborn, tqdm
  • megaman latest version (Download and install from github).

Generate plots for the paper (synthetic datasets only)

$ python synthetic_dataset.py

Links