{"id":19099514,"url":"https://github.com/dentrax/data-mining-algorithms","last_synced_at":"2025-04-30T16:19:53.363Z","repository":{"id":103621055,"uuid":"121150345","full_name":"Dentrax/Data-Mining-Algorithms","owner":"Dentrax","description":"Data Mining Algorithms with C# using LINQ","archived":false,"fork":false,"pushed_at":"2018-02-11T17:58:12.000Z","size":94,"stargazers_count":42,"open_issues_count":0,"forks_count":20,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-04-30T16:19:47.573Z","etag":null,"topics":["algorithm","apriori","apriori-algorithm","c45","clustering-algorithm","data-mining","data-mining-algorithms","data-science","desiciontree","id3","id3-algorithm","k-means","k-nearest-neighbor","linq","nearest-neighbors"],"latest_commit_sha":null,"homepage":null,"language":"C#","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Dentrax.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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":"2018-02-11T17:51:46.000Z","updated_at":"2024-10-29T19:03:52.000Z","dependencies_parsed_at":"2023-05-24T00:15:29.796Z","dependency_job_id":null,"html_url":"https://github.com/Dentrax/Data-Mining-Algorithms","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Dentrax%2FData-Mining-Algorithms","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Dentrax%2FData-Mining-Algorithms/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Dentrax%2FData-Mining-Algorithms/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Dentrax%2FData-Mining-Algorithms/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Dentrax","download_url":"https://codeload.github.com/Dentrax/Data-Mining-Algorithms/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":251739714,"owners_count":21635903,"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","apriori","apriori-algorithm","c45","clustering-algorithm","data-mining","data-mining-algorithms","data-science","desiciontree","id3","id3-algorithm","k-means","k-nearest-neighbor","linq","nearest-neighbors"],"created_at":"2024-11-09T03:51:03.582Z","updated_at":"2025-04-30T16:19:53.355Z","avatar_url":"https://github.com/Dentrax.png","language":"C#","readme":"\u003ch1 align=\"center\"\u003eData Mining Algorithms with C# Public Source Repository\u003c/h1\u003e\n\n**`WARNING`: It was created for testing and training purposes only**\n\n[What It Is](#what-it-is)\n\n[How To Use](#how-to-use)\n\n[Requirements](#requirements)\n\n[Curriculum](#curriculum)\n\n[About](#about)  \n\n[Collaborators](#collaborators)  \n\n[Branches](#branches) \n\n[Copyright \u0026 Licensing](#copyright--licensing)  \n\n[Contributing](#contributing)  \n\n[Contact](#contact)\n\n## What It Is\n\n**Data Mining Algorithms with C#**\n\nData Mining Algorithms guide for C# language is an easy and advanced way to learn how algorithms works in theory.\n\n**Uses : `C# Language`** -\u003e **[Official Visual Studio](https://www.visualstudio.com/downloads/)**\n\n**Who is the target audience?**\n\nThis course is meant for anyone who wants to learn some Data Mining Algorithms in C#. The examples are made with C# using LINQ.\n\n* Warning : This course assumes you have some C# knowledge, and `does not teach C# itself.`\n\n* Warning : These example tutorials are not a \"How to Data Mine\" or \"How Data-Mining works\" and will not teach \"Data-Mining techniques\"\n\n## How To Use\n\nJust research the **[main solution](https://github.com/Dentrax/Data-Mining-Algorithms)**.\n\n## Requirements\n\n* You should be familiar with .NET family\n* You will need a text editor (like VSCode) or IDE (Visual Stuido)\n* You will need a computer on which you have the rights to install .NET Framework\n\n## Curriculum\n\nAlgorithms List\n--------------------------\n\n| Algoritm                  | Function                      | Type\t\t    |\n| ------------------------- |:-----------------------------:|:-------------:|\n| `ID3`                     | Decision Tree\t\t\t\t    | Supervised    |\n| `C4.5`                    | Decision Tree\t\t\t\t    | Supervised    |\n| `K-Nearest Neighborhood`  | Classification \u0026 Regression\t| Supervised    |\n| `Nearest Neighbor`        | Classification \u0026 Regression\t| Supervised    |\n| `Farthest Neighbor`       | Classification \u0026 Regression\t| Supervised\t|\n| `Apriori`                 | Association\t\t\t        | UnSupervised\t|\n| `K-Means`                 | Clustering                    | UnSupervised\t|\n\nUseful Wikipedia Links\n--------------------------\n\n**Algorithms**\n\n`ID3` -\u003e **[Click here](https://en.wikipedia.org/wiki/ID3_algorithm)**\n\n`C4.5` -\u003e **[Click here](https://en.wikipedia.org/wiki/C4.5_algorithm)**\n\n`K-Nearest Neighborhood` -\u003e **[Click here](https://en.wikipedia.org/wiki/K-nearest_neighbors_algorithm)**\n\n`Nearest Neighbor` -\u003e **[Click here](https://en.wikipedia.org/wiki/Nearest_neighbor_search)**\n\n`Farthest Neighbor` -\u003e **[Click here](https://en.wikipedia.org/wiki/Farthest_neighbor)**\n\n`Apriori` -\u003e **[Click here](https://en.wikipedia.org/wiki/Apriori_algorithm)**\n\n`K-Means` -\u003e **[Click here](https://en.wikipedia.org/wiki/K-means_clustering)**\n\n**Functions**\n\n`Supervised` -\u003e **[Click here](https://en.wikipedia.org/wiki/Supervised_learning)**\n\n`UnSupervised` -\u003e **[Click here](https://en.wikipedia.org/wiki/Unsupervised_learning)**\n\n\n## About\n\nData-Mining-Algorithms was created to serve three purposes:\n\n**Data-Mining-Algorithms is a basically Data-Mining learning repository which all mining-algorithms coded in C# language**\n\n1. To act as a guide to learn Data Mining Algorithms with enhanced and rich content using `LINQ`.\n\n2. To act as a guide to exemplary and educational purpose.\n\n3. There is no any Data Structures guide coded in Go language on the internet.\n\n## Collaborators\n\n**Project Manager** - Furkan Türkal (GitHub: **[dentrax](https://github.com/dentrax)**)\n\n## Branches\n\nWe publish source for the **[Data-Mining-Algorithms]** in single rolling branch:\n\nThe **[master branch](https://github.com/dentrax/Data-Mining-Algorithms/tree/master)** is extensively tested by our QA team and makes a great starting point for learning the algorithms. Also tracks [live changes](https://github.com/dentrax/Data-Mining-Algorithms/commits/master) by our team. \n\n## Copyright \u0026 Licensing\n\nThe base project code is copyrighted by Furkan 'Dentrax' Türkal and is covered by single licence.\n\nAll program code (i.e. Go) is licensed under MIT License unless otherwise specified. Please see the **[LICENSE.md](https://github.com/Dentrax/Data-Mining-Algorithms/blob/master/LICENSE)** file for more information.\n\n**References**\n\nWhile this repository is being prepared, it may have been quoted from some sources. \nIf there is an unspecified source, please contact me.\n\n## Contributing\n\nPlease check the [CONTRIBUTING.md](CONTRIBUTING.md) file for contribution instructions and naming guidelines.\n\n## Contact\n\nData-Mining-Algorithms was created by Furkan 'Dentrax' Türkal\n\n * \u003chttps://www.furkanturkal.com\u003e\n \nYou can contact by URL:\n    **[CONTACT](https://github.com/dentrax)**\n\n\u003ckbd\u003eBest Regards\u003c/kbd\u003e","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdentrax%2Fdata-mining-algorithms","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdentrax%2Fdata-mining-algorithms","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdentrax%2Fdata-mining-algorithms/lists"}