DSciBox

DSciBox

version 1.0.9 (33.4 KB) by David Ferreira

DSciBox (Data Science Toolbox) has tools for data preprocessing, classification, regression and clustering, etc.

https://github.com/ferreirad08/DSciBox

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Updated 15 Aug 2020

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Overview
Functions

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 (2021). DSciBox (https://github.com/ferreirad08/DSciBox/releases/tag/1.0.9), GitHub. Retrieved February 26, 2021.

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MATLAB Release Compatibility

Created with R2016a

Compatible with any release

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Download	15 Aug 2020	1.0.9	See release notes for this release on GitHub: https://github.com/ferreirad08/DSciBox/releases/tag/1.0.9
Download	6 Aug 2020	1.0.8	See release notes for this release on GitHub: https://github.com/ferreirad08/DSciBox/releases/tag/1.0.8
Download	28 Jul 2020	1.0.7	See release notes for this release on GitHub: https://github.com/ferreirad08/DSciBox/releases/tag/1.0.7
Download	27 Jul 2020	1.0.6	See release notes for this release on GitHub: https://github.com/ferreirad08/DSciBox/releases/tag/1.0.6
Download	27 Jul 2020	1.0.5	See release notes for this release on GitHub: https://github.com/ferreirad08/DSciBox/releases/tag/1.0.5
Download	23 Jul 2020	1.0.4	See release notes for this release on GitHub: https://github.com/ferreirad08/DSciBox/releases/tag/1.0.4
Download	22 Jul 2020	1.0.3	See release notes for this release on GitHub: https://github.com/ferreirad08/DSciBox/releases/tag/1.0.3
Download	2 Jul 2020	1.0.2	See release notes for this release on GitHub: https://github.com/ferreirad08/DSciBox/releases/tag/1.0.2
Download	18 Jun 2020	1.0.1	See release notes for this release on GitHub: https://github.com/ferreirad08/DSciBox/releases/tag/1.0.1
Download	18 Jun 2020	1.0.0

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DSciBox

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dscibox_src/+dsb_classification

dscibox_src/+dsb_clustering

dscibox_src/+dsb_preprocessing

dscibox_src/+dsb_regression

dscibox_src/+dsb_utils