{"id":17998224,"url":"https://github.com/primaryobjects/digitrecognizer","last_synced_at":"2026-03-01T19:34:35.844Z","repository":{"id":13032307,"uuid":"15711989","full_name":"primaryobjects/DigitRecognizer","owner":"primaryobjects","description":"Machine Learning digit recognizer (MNIST data-set) in C# .NET","archived":false,"fork":false,"pushed_at":"2014-01-13T04:15:30.000Z","size":19984,"stargazers_count":6,"open_issues_count":0,"forks_count":4,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-04-06T23:34:23.222Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"C#","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/primaryobjects.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":"2014-01-07T17:55:11.000Z","updated_at":"2024-12-25T02:39:43.000Z","dependencies_parsed_at":"2022-09-18T15:50:15.876Z","dependency_job_id":null,"html_url":"https://github.com/primaryobjects/DigitRecognizer","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/primaryobjects/DigitRecognizer","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/primaryobjects%2FDigitRecognizer","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/primaryobjects%2FDigitRecognizer/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/primaryobjects%2FDigitRecognizer/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/primaryobjects%2FDigitRecognizer/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/primaryobjects","download_url":"https://codeload.github.com/primaryobjects/DigitRecognizer/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/primaryobjects%2FDigitRecognizer/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29981498,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-03-01T16:35:47.903Z","status":"ssl_error","status_checked_at":"2026-03-01T16:35:44.899Z","response_time":124,"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":[],"created_at":"2024-10-29T21:24:37.843Z","updated_at":"2026-03-01T19:34:35.825Z","avatar_url":"https://github.com/primaryobjects.png","language":"C#","readme":"Machine Learning: Digit Recognizer (MNIST data-set)\n--------\n\nRead the full article at http://primaryobjects.com/CMS/Article159.aspx\n\nThis is a machine learning project for recognizing hand-written digits of 0-9 as their numeric values. The data comes from the [MNIST data-set] (http://yann.lecun.com/exdb/mnist), as part of a [Kaggle](https://www.kaggle.com/c/digit-recognizer) competition.\n\nThe code is developed in C# .NET, using the CsvHelper library for parsing the csv file of images, and Accord .NET for the gaussian SVM. The images are provided as 28x28 gray-scale pixel values (0-255), resulting in 784 pixels per image (ie., 784 columns in each csv row). An additional column is included for the label identifier.\n\nFor example (for the digit '7'):\n7,0,0,0,0,255,127,0,0...\n\n## Author\n\nKory Becker\nhttp://www.primaryobjects.com/kory-becker.aspx\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fprimaryobjects%2Fdigitrecognizer","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fprimaryobjects%2Fdigitrecognizer","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fprimaryobjects%2Fdigitrecognizer/lists"}