{"id":15288168,"url":"https://github.com/avinashbarnwal/stepwisereg","last_synced_at":"2025-06-11T05:38:11.175Z","repository":{"id":57471433,"uuid":"88887864","full_name":"avinashbarnwal/stepwisereg","owner":"avinashbarnwal","description":"Stepwise Regression-Python","archived":false,"fork":false,"pushed_at":"2019-09-25T03:45:59.000Z","size":252,"stargazers_count":29,"open_issues_count":0,"forks_count":17,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-06-03T03:59:46.947Z","etag":null,"topics":["python","stepwise-regression"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/avinashbarnwal.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2017-04-20T16:34:24.000Z","updated_at":"2024-07-22T05:14:25.000Z","dependencies_parsed_at":"2022-09-26T17:40:27.038Z","dependency_job_id":null,"html_url":"https://github.com/avinashbarnwal/stepwisereg","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/avinashbarnwal%2Fstepwisereg","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/avinashbarnwal%2Fstepwisereg/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/avinashbarnwal%2Fstepwisereg/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/avinashbarnwal%2Fstepwisereg/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/avinashbarnwal","download_url":"https://codeload.github.com/avinashbarnwal/stepwisereg/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/avinashbarnwal%2Fstepwisereg/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":259209982,"owners_count":22822281,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["python","stepwise-regression"],"created_at":"2024-09-30T15:44:31.674Z","updated_at":"2025-06-11T05:38:11.153Z","avatar_url":"https://github.com/avinashbarnwal.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Stepwise-Regression\n\n\n[![PyPI version](https://badge.fury.io/py/stepwisereg.svg)](https://badge.fury.io/py/stepwisereg)\n\nStepwise Regression in Python.\n\n# Table of Contents\n\n* [About Stepwisereg](https://github.com/avinashbarnwal/stepwisereg/blob/master/README.md#about-stepwisereg)\n* [Codemap](https://github.com/avinashbarnwal/stepwisereg/blob/master/README.md#codemap)\n* [Installation](https://github.com/avinashbarnwal/stepwisereg/blob/master/README.md#installation)\n* [Quick Start](https://github.com/avinashbarnwal/stepwisereg/blob/master/README.md#quick-start)\n* [Documentation](https://github.com/avinashbarnwal/stepwisereg/blob/master/README.md#documentation)\n* [Contributing](https://github.com/avinashbarnwal/stepwisereg/blob/master/README.md#contributing)\n* [License](https://github.com/avinashbarnwal/stepwisereg/blob/master/README.md#license)\n\n# About Stepwisereg\n\nSklearn 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.\n\n# Codemap\n\nThis 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).\n\n\n# Installation\n```\npip install stepwisereg\n```\n\n# Quick Start\n\nTest case is [here](https://github.com/avinashbarnwal/stepwisereg/blob/master/stepwisereg/test/lusc_lung_cancer.py)\n\n# Documentation\n\n# Contributing\n\n\n# License\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Favinashbarnwal%2Fstepwisereg","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Favinashbarnwal%2Fstepwisereg","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Favinashbarnwal%2Fstepwisereg/lists"}