Discretization Python Packages

autocarver

Automatic optimal discretization pipeline

kditransform

Kernel density integral transformation: feature preprocessing and univariate clustering (TMLR, 2023)

odl

Operator Discretization Library https://odl.readthedocs.io/

jaxdf

A JAX-based research framework for writing differentiable numerical simulators with arbitrary discretizations

simplebins

A lightweight Python package to discretize numeric values into bins, similar to pandas.cut(), but simpler and more intuitive.

usmerge

A tool package for one-dimensional data clustering.

vfi

Classification by Voting Feature Intervals in Python

pargeo

Generate complex two-dimensional geometries for simulations based on mesh discretizations.