Data-Mining-Algorithms
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Dentrax
Data Mining Algorithms with C# using LINQ
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
-
To act as a guide to learn Data Mining Algorithms with enhanced and rich content using
LINQ. -
To act as a guide to exemplary and educational purpose.
-
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
Dentrax