{"id":21293373,"url":"https://github.com/ejw-data/ml-classification-grants","last_synced_at":"2026-05-10T14:49:19.184Z","repository":{"id":41100592,"uuid":"508319572","full_name":"ejw-data/ml-classification-grants","owner":"ejw-data","description":"Compares several machine learning classification models including a neural network to determine whether to approve or reject a grant applicant","archived":false,"fork":false,"pushed_at":"2022-07-22T06:37:47.000Z","size":1588,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-15T16:44:35.920Z","etag":null,"topics":["classification","neural-network","python","scikit-learn"],"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/ejw-data.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":"2022-06-28T13:52:12.000Z","updated_at":"2022-06-28T16:40:49.000Z","dependencies_parsed_at":"2022-08-28T12:21:55.473Z","dependency_job_id":null,"html_url":"https://github.com/ejw-data/ml-classification-grants","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/ejw-data/ml-classification-grants","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejw-data%2Fml-classification-grants","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejw-data%2Fml-classification-grants/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejw-data%2Fml-classification-grants/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejw-data%2Fml-classification-grants/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ejw-data","download_url":"https://codeload.github.com/ejw-data/ml-classification-grants/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ejw-data%2Fml-classification-grants/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32860226,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-10T13:40:02.631Z","status":"ssl_error","status_checked_at":"2026-05-10T13:40:02.145Z","response_time":54,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"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":["classification","neural-network","python","scikit-learn"],"created_at":"2024-11-21T13:54:29.497Z","updated_at":"2026-05-10T14:49:19.164Z","avatar_url":"https://github.com/ejw-data.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# ml-classification-grants\n\nAuthor:  Erin James Wills - ejw.data@gmail.com   \n\n![Grant Classification](./images/grant-classification.png)\n\u003ccite\u003ePhoto by [Mari Helin](https://unsplash.com/@mari?utm_source=unsplash\u0026utm_medium=referral\u0026utm_content=creditCopyText) on [Unsplash](https://unsplash.com/s/photos/legal?utm_source=unsplash\u0026utm_medium=referral\u0026utm_content=creditCopyText)\u003c/cite\u003e\n\n\u003cbr\u003e\n\n## Overview  \n\u003chr\u003e  \n\nCompares several machine learning classification models including a neural network to determine whether to approve or reject a grant applicant   \n   \n\u003cbr\u003e  \n\n## Technologies    \n*  Python\n*  Scikit-Learn\n\n\u003cbr\u003e\n\n\n## Data Source  \nUnknown\n\n\u003cbr\u003e\n\n## Setup and Installation  \n1. Environment needs the following:  \n    *  Python 3.6+  \n    *  pandas  \n    *  scikit-learn\n1. Clone the repo to your local machine\n1. Activate your environment in that directory  \n1. Open a Jupyter Notebook   \n1. Run `grant_models.ipynb` ","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fejw-data%2Fml-classification-grants","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fejw-data%2Fml-classification-grants","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fejw-data%2Fml-classification-grants/lists"}