Intrinsic Dimension and Entropy Estimation in Manifold Learnig
Matab scripts for intrinsic dimension and entropy estimation using k-nearest neighbor graphs. The details of the algorithms can be found in:
J. A. Costa and A. O Hero, "Entropic Graphs for
J. A. Costa and A. O. Hero, "Geodesic Entropic
Graphs for Dimension and Entropy Estimation in Manifold Learning",
Published reports of research using the code provided here (or a modified version) should cite the two articles referenced above.
Comments and questions are welcome. We would also appreciate hearing about how you used this code, improvements made to it, etc. You are free to modify the code, as long as you reference the original contributors.
Contact jcosta "at" umich "dot" edu for questions or comments.
Last updated May, 2004