This is the code related to the computational experiments of the article: Intrinsic persistent homology via density-based metric learning

An introductory presentation of the theory can be found at the Tutorial: Intrinsic persistent homology

An example of an application of the method to pattern recognition in signals is the detection of syllables in a birdsong using an approximate of the first order derivative of the Fermat-based persistence diagrams of the delay embedding.