Metadata-Version: 2.1
Name: engression
Version: 0.0.0.dev0
Summary: Engression
Home-page: https://github.com/xwshen51/engression
Author: Xinwei Shen
Author-email: xinwei.shen@stat.math.ethz.ch
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Description-Content-Type: text/markdown
Requires-Dist: torch
Requires-Dist: numpy
Requires-Dist: matplotlib

# 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:
```sh
pip install engression
```

The development version can be installed from github

```sh
$ 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
```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`).
