cromp (pypi): The official implementation of CROMP (Constrained Regression with Ordered and Margin-sensitive Parameters). CROMP allows user-defined order among the coefficients, user-defined minimum margins (i.e., percentage gaps) between them, and user-defined lower and upper bounds for each coefficient. In addition, CROMP also allows coefficients without any order or margin restrictions.
Keywords: constrained-regression|cromp|interpretable-ai|multiple-linear-regression|operationalizing-machine-learning|prior-knowledge|wage-model