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.