vector quantization methodology exploration in Python.
TODO
- more data sets & similarity methods (euclidean & max-inner-product)
- verify that similarity can be transformed to be similar ranges for all similarity methods between quantized and non-quantized vectors
- test PQ
- Test quantization schemes on subsets of vectors, merging, and determining adequate thresholds for vector re-quantization on data set merges