Python implementation of a co-ranking matrix and various metrics derived from it.
Based on the methods discussed in:
Lee, John A., and Michel Verleysen. "Quality assessment of dimensionality reduction: Rank-based criteria." Neurocomputing 72.7 (2009): 1431-1443.
It should be as simple as:
pip install git+https://github.com/samueljackson92/coranking.gitThis library has a module compiled with Cython. If you do not have Cython installed then the library will attempt to use the pre-generated C code included in this repo. If you find that this does not work consider installing Cython and reinstalling the library.