Integrate and Classify Normal Distributions

Version 2.7 (20,3 Mo) par Abhranil Das
Integrate (multi)normals in any domain, find pdf/cdf/icdf of any function of a (multi)normal, & classification error among (multi)normals.
224 téléchargements
Mise à jour 29 jan. 2024

Integrate and classify normal distributions View Integrate and Classify Normal Distributions on File Exchange

Matlab toolbox to integrate normal (Gaussian) and multivariate normal distributions in any dimensions with any parameters within any domain, compute pdf/cdf/inverse cdf of any function of a normal vector, and compute quantities concerning classification performance among two or more multinormals, such as error matrix and discriminability d'.

Author

Abhranil Das, Center for Perceptual Systems, The University of Texas at Austin.

Bugs/comments/questions/suggestions to abhranil.das@utexas.edu.

If you use this code, please cite: A method to integrate and classify normal distributions.

Installation

Within Matlab's Home tab, select Add-Ons > Get Add-Ons > Search for 'Integrate and classify normal distributions' and install.

Quick Start

After installation, begin with the Getting Started live script, or at any time, go to Home tab > Add-Ons > Manage Add-Ons > Click the three dots next to this toolbox > View Getting Started Guide.

Documentation

For function help, type:

doc integrate_normal
doc classify_normals
doc classify_normals_multi
doc norm_fun_cdf
doc norm_fun_pdf
doc norm_fun_inv

Citation pour cette source

Abhranil Das and Wilson S. Geisler. "A method to integrate and classify normal distributions." arXiv preprint arXiv:2012.14331 (2020).

Compatibilité avec les versions de MATLAB
Créé avec R2022b
Compatible avec les versions R2020a et ultérieures
Plateformes compatibles
Windows macOS Linux

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Version Publié le Notes de version
2.7

See release notes for this release on GitHub: https://github.com/abhranildas/Integrate-and-Classify-Normal-Distributions/releases/tag/v2.7
See release notes for this release on GitHub: https://github.com/abhranildas/IntClassNorm/releases/tag/v2.7

2.6.0.0

See release notes for this release on GitHub: https://github.com/abhranildas/IntClassNorm/releases/tag/v2.6

2.5

See release notes for this release on GitHub: https://github.com/abhranildas/IntClassNorm/releases/tag/v2.5

2.3.0.0

See release notes for this release on GitHub: https://github.com/abhranildas/IntClassNorm/releases/tag/v2.3

2.2.0.0

See release notes for this release on GitHub: https://github.com/abhranildas/IntClassNorm/releases/tag/v2.2

2.1

See release notes for this release on GitHub: https://github.com/abhranildas/IntClassNorm/releases/tag/v2.1

2.0

See release notes for this release on GitHub: https://github.com/abhranildas/IntClassNorm/releases/tag/v2.0

1.9

See release notes for this release on GitHub: https://github.com/abhranildas/IntClassNorm/releases/tag/v1.9

1.8.3

See release notes for this release on GitHub: https://github.com/abhranildas/IntClassNorm/releases/tag/v1.8.3

1.8.2

See release notes for this release on GitHub: https://github.com/abhranildas/IntClassNorm/releases/tag/v1.8.2

1.8

See release notes for this release on GitHub: https://github.com/abhranildas/IntClassNorm/releases/tag/v1.8

1.7.3

See release notes for this release on GitHub: https://github.com/abhranildas/IntClassNorm/releases/tag/v1.7.3

1.7.2

See release notes for this release on GitHub: https://github.com/abhranildas/IntClassNorm/releases/tag/v1.7.2

1.7.1

See release notes for this release on GitHub: https://github.com/abhranildas/IntClassNorm/releases/tag/v1.7.1

1.7

1.5.3.0

See release notes for this release on GitHub: https://github.com/abhranildas/IntClassNorm/releases/tag/v1.5.3

1.5.2.0

See release notes for this release on GitHub: https://github.com/abhranildas/IntClassNorm/releases/tag/v1.5.2
See release notes for this release on GitHub: https://github.com/abhranildas/IntClassNorm/releases/tag/v1.5.2

1.5.1.0

See release notes for this release on GitHub: https://github.com/abhranildas/IntClassNorm/releases/tag/v1.5.1

1.5.0.0

See release notes for this release on GitHub: https://github.com/abhranildas/IntClassNorm/releases/tag/v1.5

1.4.0.0

See release notes for this release on GitHub: https://github.com/abhranildas/IntClassNorm/releases/tag/v1.4

1.3.0.0

See release notes for this release on GitHub: https://github.com/abhranildas/IntClassNorm/releases/tag/v1.3
See release notes for this release on GitHub: https://github.com/abhranildas/IntClassNorm/releases/tag/v1.3

1.2.0.0

See release notes for this release on GitHub: https://github.com/abhranildas/IntClassNorm/releases/tag/v1.2
See release notes for this release on GitHub: https://github.com/abhranildas/IntClassNorm/releases/tag/v1.2

1.0.0.0

See release notes for this release on GitHub: https://github.com/abhranildas/IntClassNorm/releases/tag/v1.0

Pour consulter ou signaler des problèmes liés à ce module complémentaire GitHub, accédez au dépôt GitHub.
Pour consulter ou signaler des problèmes liés à ce module complémentaire GitHub, accédez au dépôt GitHub.