`sourced.ml.core.models.quant`¶

Module Contents¶

class sourced.ml.core.models.quant.QuantizationLevels[source]¶

Bases:modelforge.Model

This model contains quantization levels for multiple schemes (feature types). Every feature “class” (type, possible distinct value) corresponds to the numpy array with integer level borders. The size of each numpy array is (the number of levels + 1).

NAME = quant[source]¶

VENDOR = source{d}[source]¶

DESCRIPTION = Model that contains quantization levels for multiple schemes (feature types).[source]¶

LICENSE[source]¶

levels[source]¶

construct(self, levels: Dict[str, Dict[str, numpy.ndarray]])[source]¶

dump(self)[source]¶

apply_quantization(self, extractors)[source]¶