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Engression

Project description

Engression

Engression is a nonlinear regression methodology proposed in the paper "Engression: Extrapolation for Nonlinear Regression?" by Xinwei Shen and Nicolai Meinshausen. This directory contains the Python implementations of engression.

Installation

The latest release of the Python package can be installed through pip:

pip install engression

The development version can be installed from github

$ git clone https://github.com/xwshen51/engression.git  # Download the package 
$ cd engression
$ pip install -r requirements.txt  # Install the requirements
$ python setup.py install develop --user

Usage Example

Python

import engression

Contact information

If you meet any problems with the code, please submit an issue or contact Xinwei Shen (xinwei.shen@stat.math.ethz.ch).

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