/Data-Mining-Algorithms

Data Mining Algorithms with C# using LINQ

Primary LanguageC#MIT LicenseMIT

Data Mining Algorithms with C# Public Source Repository

WARNING: It was created for testing and training purposes only

What It Is

How To Use

Requirements

Curriculum

About

Collaborators

Branches

Copyright & Licensing

Contributing

Contact

What It Is

Data Mining Algorithms with C#

Data Mining Algorithms guide for C# language is an easy and advanced way to learn how algorithms works in theory.

Uses : C# Language -> Official Visual Studio

Who is the target audience?

This course is meant for anyone who wants to learn some Data Mining Algorithms in C#. The examples are made with C# using LINQ.

  • Warning : This course assumes you have some C# knowledge, and does not teach C# itself.

  • Warning : These example tutorials are not a "How to Data Mine" or "How Data-Mining works" and will not teach "Data-Mining techniques"

How To Use

Just research the main solution.

Requirements

  • You should be familiar with .NET family
  • You will need a text editor (like VSCode) or IDE (Visual Stuido)
  • You will need a computer on which you have the rights to install .NET Framework

Curriculum

Algorithms List

Algoritm Function Type
ID3 Decision Tree Supervised
C4.5 Decision Tree Supervised
K-Nearest Neighborhood Classification & Regression Supervised
Nearest Neighbor Classification & Regression Supervised
Farthest Neighbor Classification & Regression Supervised
Apriori Association UnSupervised
K-Means Clustering UnSupervised

Useful Wikipedia Links

Algorithms

ID3 -> Click here

C4.5 -> Click here

K-Nearest Neighborhood -> Click here

Nearest Neighbor -> Click here

Farthest Neighbor -> Click here

Apriori -> Click here

K-Means -> Click here

Functions

Supervised -> Click here

UnSupervised -> Click here

About

Data-Mining-Algorithms was created to serve three purposes:

Data-Mining-Algorithms is a basically Data-Mining learning repository which all mining-algorithms coded in C# language

  1. To act as a guide to learn Data Mining Algorithms with enhanced and rich content using LINQ.

  2. To act as a guide to exemplary and educational purpose.

  3. There is no any Data Structures guide coded in Go language on the internet.

Collaborators

Project Manager - Furkan Türkal (GitHub: dentrax)

Branches

We publish source for the [Data-Mining-Algorithms] in single rolling branch:

The master branch is extensively tested by our QA team and makes a great starting point for learning the algorithms. Also tracks live changes by our team.

Copyright & Licensing

The base project code is copyrighted by Furkan 'Dentrax' Türkal and is covered by single licence.

All program code (i.e. Go) is licensed under MIT License unless otherwise specified. Please see the LICENSE.md file for more information.

References

While this repository is being prepared, it may have been quoted from some sources. If there is an unspecified source, please contact me.

Contributing

Please check the CONTRIBUTING.md file for contribution instructions and naming guidelines.

Contact

Data-Mining-Algorithms was created by Furkan 'Dentrax' Türkal

You can contact by URL: CONTACT

Best Regards