{"cells": [{"cell_type": "markdown", "metadata": {}, "source": ["# Quantile Regression\n", "\n", "[scikit-learn](http://scikit-learn.org/stable/) does not have a quantile regression. [mlinsights](http://www.xavierdupre.fr/app/mlinsights/helpsphinx/index.html) implements a version of it."]}, {"cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [{"data": {"text/html": ["
\n", ""], "text/plain": ["\n", " | X | \n", "Y | \n", "clr | \n", "clq | \n", "
---|---|---|---|---|
0 | \n", "0.337351 | \n", "6.768441 | \n", "7.248171 | \n", "6.753219 | \n", "
1 | \n", "0.134276 | \n", "6.106460 | \n", "6.570011 | \n", "6.060008 | \n", "
2 | \n", "0.441892 | \n", "7.135170 | \n", "7.597281 | \n", "7.110077 | \n", "
3 | \n", "0.737660 | \n", "8.110642 | \n", "8.584988 | \n", "8.119707 | \n", "
4 | \n", "0.989550 | \n", "8.958029 | \n", "9.426163 | \n", "8.979550 | \n", "