Topological Data Analysis Learning Code
Version 1.3 (32,3 KB) von
Adam Cutbill
This code takes a (small) set of data as an input and computes the Betti Numbers of that data.
This code was developed primarily as a learning tool for Topological Data Analysis. It was written after reading papers about the topic.
I am not an active researcher in this field, but writing the code helped me gain a brief understanding of TDA. I hope it helps others try out this really interesting topic in mathematics/data analysis. It is not intended to actually perform TDA on large datasets.
The code computes the Betti Numbers of data using a simplicial complex.
Zitieren als
Adam Cutbill (2024). Topological Data Analysis Learning Code (https://www.mathworks.com/matlabcentral/fileexchange/47009-topological-data-analysis-learning-code), MATLAB Central File Exchange. Abgerufen .
Kompatibilität der MATLAB-Version
Erstellt mit
R2013b
Kompatibel mit allen Versionen
Plattform-Kompatibilität
Windows macOS LinuxKategorien
Mehr zu Statistics and Machine Learning Toolbox finden Sie in Help Center und MATLAB Answers
Tags
Quellenangaben
Inspiriert von: gplot
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!Live Editor erkunden
Erstellen Sie Skripte mit Code, Ausgabe und formatiertem Text in einem einzigen ausführbaren Dokument.
Topological Data Analysis
Topological Data Analysis/AnalyzeComplex
Topological Data Analysis/CreateComplex
Topological Data Analysis/SupportFunctions
Topological Data Analysis/VRComplex
Topological Data Analysis/Visualization
Version | Veröffentlicht | Versionshinweise | |
---|---|---|---|
1.3 | Replacing ismember function with newer version. |
|
|
1.2 | -Fixed some minor mistakes in the overall description. |
|
|
1.1.0.0 | Requires statistics toolbox and MATLAB 2010b or newer (for pdist2). I may modify this to work on older version as pdist2 is relatively simple function. |
||
1.0.0.0 |