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https://github.com/avinashbarnwal/stepwisereg

Stepwise Regression-Python
https://github.com/avinashbarnwal/stepwisereg

python stepwise-regression

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Stepwise Regression-Python

Host: GitHub
URL: https://github.com/avinashbarnwal/stepwisereg
Owner: avinashbarnwal
Created: 2017-04-20T16:34:24.000Z (over 7 years ago)
Default Branch: master
Last Pushed: 2019-09-25T03:45:59.000Z (about 5 years ago)
Last Synced: 2024-10-01T15:44:24.009Z (about 1 month ago)
Topics: python, stepwise-regression
Language: Jupyter Notebook
Homepage:
Size: 246 KB
Stars: 29
Watchers: 4
Forks: 17
Open Issues: 0
Metadata Files:
- Readme: README.md

Awesome Lists containing this project

README

        # Stepwise-Regression

[![PyPI version](https://badge.fury.io/py/stepwisereg.svg)](https://badge.fury.io/py/stepwisereg)

Stepwise Regression in Python.

# Table of Contents

* [About Stepwisereg](https://github.com/avinashbarnwal/stepwisereg/blob/master/README.md#about-stepwisereg)

* [Codemap](https://github.com/avinashbarnwal/stepwisereg/blob/master/README.md#codemap)

* [Installation](https://github.com/avinashbarnwal/stepwisereg/blob/master/README.md#installation)

* [Quick Start](https://github.com/avinashbarnwal/stepwisereg/blob/master/README.md#quick-start)

* [Documentation](https://github.com/avinashbarnwal/stepwisereg/blob/master/README.md#documentation)

* [Contributing](https://github.com/avinashbarnwal/stepwisereg/blob/master/README.md#contributing)

* [License](https://github.com/avinashbarnwal/stepwisereg/blob/master/README.md#license)

# About Stepwisereg

Sklearn doesn't support stepwise regression. This package implements stepwise regression using aic. I have implemented using AIC and it has been motivated from http://trevor-smith.github.io/stepwise-post/. It is to similar to R-Stepwise having null and full models formula.

# Codemap

This package has main class [stepwisereg.py](https://github.com/avinashbarnwal/stepwisereg/blob/master/stepwisereg/stepwisereg.py) and test case is [here](https://github.com/avinashbarnwal/stepwisereg/blob/master/stepwisereg/test/lusc_lung_cancer.py).

# Installation

```

pip install stepwisereg

```

# Quick Start

Test case is [here](https://github.com/avinashbarnwal/stepwisereg/blob/master/stepwisereg/test/lusc_lung_cancer.py)

# Documentation

# Contributing

# License