topologika

Localized topological data analysis


License
BSD-3-Clause
Install
pip install topologika==2022.12

Documentation

TODO:

  • should we use global indices in queries to guarantee result independent of tile size?
  • robust test suite to have high confidence in correctness
  • do not support check if triplet, persistence, and persistencebelow input is a maximum
  • implement the reference using the sweep algorithm for better performance (especially for triplets and persistence)
  • make it C++ library (std::sort is 2-3x faster than qsort; maybe implement our own sort?)

Topological analysis based on localized data structures.

Requirements

Python 3.6, numpy 1.13 C99 compiler (MSVC 16, gcc 4.8, clang 3.4)