DSciBox

Version 1.0.9 (196 KB) von David Ferreira
DSciBox (Data Science Toolbox) has tools for data preprocessing, classification, regression and clustering, etc.
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Aktualisiert 15. Aug 2020
Lizenz auf GitHub anzeigen

Currently available functions:

PREPROCESSING

- Principal Component Analysis
- Min-Max Normalizer
- Quantile Binning Transformation
- Feature Selection Based on Information Gain

UTILITIES

- Simple or Stratified Random Sampling
- Cross Validation
- Accuracy Classification Score
- Information Entropy
- Quantile Analysis
- Distance Matrix

CLASSIFICATION

- k-Nearest Neighbors
- Naive Bayes
- Decision Tree
- Perceptron Network

REGRESSION

- Linear Regression

CLUSTERING

- k-Means

Zitieren als

David Ferreira (2024). DSciBox (https://github.com/ferreirad08/DSciBox/releases/tag/1.0.9), GitHub. Abgerufen .

Kompatibilität der MATLAB-Version
Erstellt mit R2016a
Kompatibel mit allen Versionen
Plattform-Kompatibilität
Windows macOS Linux

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dscibox_src/+dsb_classification

dscibox_src/+dsb_clustering

dscibox_src/+dsb_preprocessing

dscibox_src/+dsb_regression

dscibox_src/+dsb_utils

Version Veröffentlicht Versionshinweise
1.0.9

See release notes for this release on GitHub: https://github.com/ferreirad08/DSciBox/releases/tag/1.0.9
1.0.8

See release notes for this release on GitHub: https://github.com/ferreirad08/DSciBox/releases/tag/1.0.8
1.0.7

See release notes for this release on GitHub: https://github.com/ferreirad08/DSciBox/releases/tag/1.0.7
1.0.6

See release notes for this release on GitHub: https://github.com/ferreirad08/DSciBox/releases/tag/1.0.6
1.0.5

See release notes for this release on GitHub: https://github.com/ferreirad08/DSciBox/releases/tag/1.0.5
1.0.4

See release notes for this release on GitHub: https://github.com/ferreirad08/DSciBox/releases/tag/1.0.4
1.0.3

See release notes for this release on GitHub: https://github.com/ferreirad08/DSciBox/releases/tag/1.0.3
1.0.2

See release notes for this release on GitHub: https://github.com/ferreirad08/DSciBox/releases/tag/1.0.2
1.0.1

See release notes for this release on GitHub: https://github.com/ferreirad08/DSciBox/releases/tag/1.0.1
1.0.0

Um Probleme in diesem GitHub Add-On anzuzeigen oder zu melden, besuchen Sie das GitHub Repository.
Um Probleme in diesem GitHub Add-On anzuzeigen oder zu melden, besuchen Sie das GitHub Repository.