As part of a machine learning course project, we replicated the article CHI-PG: Fast prototype generation algorithm for Big Data classification problems. A serial implementation of the algorithm was implemented in Python.

You can find the article here and their implementation here.

chi-pg/authors-code/ contains the original author's source code with some modifications to help debug it. The README inside presents a complete tutorial on how to setup and run their code (macOS).

chi-pg/our-code/ contains our implementation of CHI-PG in Python and a demo folder to show how to use it.

chi-pg/report/ stores some results produced by our implementation.

chi-pg/serialized/ has some conveniences used during the implementation stages.