This repository is deprecated. Please see https://github.com/chiggum/pyLDLE2 for the updated code.

• This repository contains the implementation of our manifold learning technique LDLE.
• The notebooks directory contains results on various basic examples due to LDLE, LTSA, UMAP and t-SNE.
• Please refer to the notebook corresponding to one of the example on how to use LDLE on your dataset.

@article{JMLR:v22:21-0131,
  author  = {Dhruv Kohli and Alexander Cloninger and Gal Mishne},
  title   = {LDLE: Low Distortion Local Eigenmaps},
  journal = {Journal of Machine Learning Research},
  year    = {2021},
  volume  = {22},
  number  = {282},
  pages   = {1-64},
  url     = {http://jmlr.org/papers/v22/21-0131.html}
}