{"id":20811228,"url":"https://github.com/jbolns/atheoretical","last_synced_at":"2026-05-26T12:34:13.543Z","repository":{"id":60363378,"uuid":"542615165","full_name":"jbolns/atheoretical","owner":"jbolns","description":"Data analysis \u003e VBA-driven automated regression (supervised ML) in Excel.","archived":false,"fork":false,"pushed_at":"2022-10-06T18:03:57.000Z","size":395,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-03-12T04:43:16.087Z","etag":null,"topics":["machine-learning","supervised-machine-learning","vba","vba-excel"],"latest_commit_sha":null,"homepage":"","language":"VBA","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/jbolns.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":"2022-09-28T13:50:52.000Z","updated_at":"2024-04-18T05:04:24.000Z","dependencies_parsed_at":"2023-01-19T13:33:12.134Z","dependency_job_id":null,"html_url":"https://github.com/jbolns/atheoretical","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/jbolns/atheoretical","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jbolns%2Fatheoretical","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jbolns%2Fatheoretical/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jbolns%2Fatheoretical/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jbolns%2Fatheoretical/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jbolns","download_url":"https://codeload.github.com/jbolns/atheoretical/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jbolns%2Fatheoretical/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28002289,"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","status":"online","status_checked_at":"2025-12-24T02:00:07.193Z","response_time":83,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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":["machine-learning","supervised-machine-learning","vba","vba-excel"],"created_at":"2024-11-17T20:38:33.566Z","updated_at":"2025-12-24T12:17:39.360Z","avatar_url":"https://github.com/jbolns.png","language":"VBA","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Atheoretical\nA set of VBA scripts to rapidly produce supervised ML analyses in Excel.\n\nHelpful when you run need to run regressions/supervised ML in Excel on a periodical basis and you want to save yourself some time.\n\nVery early stages. Expect bugs. Loads of them.\n\n### Notes\n- The *mainFiles* folder contains an Excel document with clear guidance, preloaded scripts, and pre-populated (dummy) hyper-parameters.\n- The *mainFiles* folder also contains a (zipped) dataset that can be used for testing (due credits given in Excel file).\n- The individual modules/scripts are given as *.bas* files, which can be imported easily into Excel's VBA console.\n\n- Eventually, the file should be able to handle any *clean* dataset made of quantitative continuous variables. It will take a while until things run smoothly, though.\n\n### Pending:\n- [ ] Documentation. The Excel file includes guidance, but more detailed documentation would not hurt.\n- [ ] Stress testing. The file currently works fully with the sample dataset, but bugs are incredibly likely.\n- [ ] Code cleaning. There are still macros that use repeated code sequences.\n\n## Usage/Licensing\nI honestly have not thought about this just yet. I *really* do not think the files are yet at production or even pilot-testing level. So, for now, let's say it's all rights reserved.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjbolns%2Fatheoretical","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjbolns%2Fatheoretical","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjbolns%2Fatheoretical/lists"}