Projects / Generation & pattern formation

quantization-maps

A pip-installable library for vector quantization with modern and differentiable self-organizing maps.

Modern self-organizing maps as codebooks, so codebook entries have a real notion of neighborhood. Includes a differentiable variant, probabilistic quantization, and residual quantization. Used by the audio codec and the symbolic forecaster.