salmon: A Symbolic Linear Regression Package for Python
Computation
2024-04-01 v3
Abstract
One of the most attractive features of R is its linear modeling capabilities. We describe a Python package, salmon, that brings the best of R's linear modeling functionality to Python in a Pythonic way -- by providing composable objects for specifying and fitting linear models. This object-oriented design also enables other features that enhance ease-of-use, such as automatic visualizations and intelligent model building.
Keywords
Cite
@article{arxiv.1911.00648,
title = {salmon: A Symbolic Linear Regression Package for Python},
author = {Alex Boyd and Dennis L. Sun},
journal= {arXiv preprint arXiv:1911.00648},
year = {2024}
}
Comments
Accepted in the Journal of Statistical Software