DSciBox

버전 1.0.9 (196 KB) 작성자: David Ferreira
DSciBox (Data Science Toolbox) has tools for data preprocessing, classification, regression and clustering, etc.
0.0
(0)
다운로드 수: 111
업데이트 날짜: 2020/8/15
GitHub에서 라이선스 보기

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

인용 양식

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

MATLAB 릴리스 호환 정보
개발 환경: R2016a
모든 릴리스와 호환
플랫폼 호환성
Windows macOS Linux

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

dscibox_src/+dsb_classification

dscibox_src/+dsb_clustering

dscibox_src/+dsb_preprocessing

dscibox_src/+dsb_regression

dscibox_src/+dsb_utils

버전 게시됨 릴리스 정보
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

이 GitHub 애드온의 문제를 보거나 보고하려면 GitHub 리포지토리로 가십시오.
이 GitHub 애드온의 문제를 보거나 보고하려면 GitHub 리포지토리로 가십시오.