{"id":15411631,"url":"https://github.com/dirkster99/ml","last_synced_at":"2025-06-28T12:36:57.118Z","repository":{"id":85744062,"uuid":"137103169","full_name":"Dirkster99/ML","owner":"Dirkster99","description":"Sample projects for Classifications (Binary and Multi) using ML.Net","archived":false,"fork":false,"pushed_at":"2019-01-04T17:40:31.000Z","size":5173,"stargazers_count":4,"open_issues_count":0,"forks_count":2,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-04-09T12:51:09.521Z","etag":null,"topics":["algorithm","dotnet","machine-learning","ml"],"latest_commit_sha":null,"homepage":"","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/Dirkster99.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":"2018-06-12T17:02:20.000Z","updated_at":"2024-06-29T16:48:15.000Z","dependencies_parsed_at":null,"dependency_job_id":"b4388a74-e5dd-4d39-841d-879e8f313843","html_url":"https://github.com/Dirkster99/ML","commit_stats":{"total_commits":13,"total_committers":1,"mean_commits":13.0,"dds":0.0,"last_synced_commit":"ccb2e32aae3e686b28e3929669432ac7ac0d035f"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Dirkster99/ML","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Dirkster99%2FML","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Dirkster99%2FML/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Dirkster99%2FML/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Dirkster99%2FML/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Dirkster99","download_url":"https://codeload.github.com/Dirkster99/ML/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Dirkster99%2FML/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":262432389,"owners_count":23310239,"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":["algorithm","dotnet","machine-learning","ml"],"created_at":"2024-10-01T16:49:46.193Z","updated_at":"2025-06-28T12:36:57.101Z","avatar_url":"https://github.com/Dirkster99.png","language":"C#","readme":"[![Build status](https://ci.appveyor.com/api/projects/status/ip5lrx0h3yicmbq7?svg=true)](https://ci.appveyor.com/project/Dirkster99/ml)\n# ML\nSample Project for Binary Classification using ML.Net\n\nThis project contains \"Hello World\" machine learning .Net sample projects from these sites:\n- https://docs.microsoft.com/en-us/dotnet/machine-learning/tutorials/sentiment-analysis\n- https://www.codeproject.com/Articles/1230737/Youve-Got-Spam\n\nand other resources. The projects sample several categories of machine learning tasks with sample\ndata and working code. More on ML.Net can be found on [CodeProject](https://www.codeproject.com/Articles/1249611/Machine-Learning-with-ML-Net-and-Csharp-VB-Net).\n\n## Binary Classification\n[Introduction](https://docs.microsoft.com/en-us/dotnet/machine-learning/resources/tasks#binary-classification)\n\n1) Sentiment detection (Psoitive or Negative) through classification of text and\n2) Spam detection (Spam or No Spam) through classification of text.\n\n## Classification with Multible Classes\n[Introduction](https://docs.microsoft.com/en-us/dotnet/machine-learning/resources/tasks#multiclass-classification)\n\n3) Using an input vector of 2 elements [integer and string](https://github.com/Dirkster99/ML/blob/master/source/MultibleClasses/Program.cs)\n\n4) Using an input vector with more than 2 elements [integer and string and multiple integers](https://github.com/Dirkster99/ML/blob/master/source/IrisDataset/Program.cs)\n\n\u003ca href=\"https://docs.microsoft.com/en-us/dotnet/machine-learning/resources/glossary\"\u003eML.Net Machine Learning Glossary\u003c/a\u003e\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdirkster99%2Fml","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdirkster99%2Fml","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdirkster99%2Fml/lists"}