{"id":21101596,"url":"https://github.com/decodedco/translators-r","last_synced_at":"2026-04-28T19:02:20.552Z","repository":{"id":72511105,"uuid":"88167505","full_name":"DecodedCo/translators-R","owner":"DecodedCo","description":null,"archived":false,"fork":false,"pushed_at":"2017-05-18T16:55:50.000Z","size":664,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":21,"default_branch":"master","last_synced_at":"2025-03-14T08:21:26.974Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"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/DecodedCo.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,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2017-04-13T13:26:15.000Z","updated_at":"2017-05-17T15:03:17.000Z","dependencies_parsed_at":"2023-03-22T02:33:37.947Z","dependency_job_id":null,"html_url":"https://github.com/DecodedCo/translators-R","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/DecodedCo/translators-R","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DecodedCo%2Ftranslators-R","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DecodedCo%2Ftranslators-R/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DecodedCo%2Ftranslators-R/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DecodedCo%2Ftranslators-R/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/DecodedCo","download_url":"https://codeload.github.com/DecodedCo/translators-R/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DecodedCo%2Ftranslators-R/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32394478,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-28T14:34:11.604Z","status":"ssl_error","status_checked_at":"2026-04-28T14:32:37.009Z","response_time":56,"last_error":"SSL_read: 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":[],"created_at":"2024-11-19T23:47:23.163Z","updated_at":"2026-04-28T19:02:20.540Z","avatar_url":"https://github.com/DecodedCo.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# translators-R\n\n## Introduction\n\nWe want to analyse loans in order to predict likelihood of Default.\n\nTo do this, we will experiment with:\n* Decision trees\n* Random forests\n* Neural networks\n\nEach of these models relies on us pre-defining some input parameters. \nWe must assess how well these models perform (depending on the input parameters), in order to find the one that best predicts Default.\n\nThe data, and a starting R script for our analysis can be found \u003ca href=\"https://rnotebook.io/anon/80453f415974fea3/tree#\" target=\"_blank\"\u003ehere\u003c/a\u003e. \n\nYou must create a copy of the template notebook, and use your copy to try out the methods. \n\n## R notebooks\n\nNotebooks are a great way for organising text and code in order to follow through data exploration and analysis.\n\nYou can preview the analysis that we will carry out here in `Analysis_Template.ipynb`.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdecodedco%2Ftranslators-r","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdecodedco%2Ftranslators-r","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdecodedco%2Ftranslators-r/lists"}