DSciBox
DSciBox (Data Science Toolbox) has tools for data preprocessing, classification, regression and clustering, etc.
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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
Cite As
David Ferreira (2026). DSciBox (https://github.com/ferreirad08/DSciBox/releases/tag/1.0.9), GitHub. Retrieved .
General Information
- Version 1.0.9 (196 KB)
-
View License on GitHub
MATLAB Release Compatibility
- Compatible with any release
Platform Compatibility
- Windows
- macOS
- Linux
| Version | Published | Release Notes | Action |
|---|---|---|---|
| 1.0.9 | See release notes for this release on GitHub: https://github.com/ferreirad08/DSciBox/releases/tag/1.0.9 |
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| 1.0.8 | See release notes for this release on GitHub: https://github.com/ferreirad08/DSciBox/releases/tag/1.0.8 |
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| 1.0.7 | See release notes for this release on GitHub: https://github.com/ferreirad08/DSciBox/releases/tag/1.0.7 |
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| 1.0.6 | See release notes for this release on GitHub: https://github.com/ferreirad08/DSciBox/releases/tag/1.0.6 |
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| 1.0.5 | See release notes for this release on GitHub: https://github.com/ferreirad08/DSciBox/releases/tag/1.0.5 |
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| 1.0.4 | See release notes for this release on GitHub: https://github.com/ferreirad08/DSciBox/releases/tag/1.0.4 |
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| 1.0.3 | See release notes for this release on GitHub: https://github.com/ferreirad08/DSciBox/releases/tag/1.0.3 |
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| 1.0.2 | See release notes for this release on GitHub: https://github.com/ferreirad08/DSciBox/releases/tag/1.0.2 |
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| 1.0.1 | See release notes for this release on GitHub: https://github.com/ferreirad08/DSciBox/releases/tag/1.0.1 |
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| 1.0.0 |
