Integrate and Classify Normal Distributions

Versión 2.7 (20,3 MB) por Abhranil Das
Integrate (multi)normals in any domain, find pdf/cdf/icdf of any function of a (multi)normal, & classification error among (multi)normals.
0.0
(0)
221 descargas
Actualizado 29 ene 2024
Ver licencia en GitHub

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

Citar como

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

Compatibilidad con la versión de MATLAB
Se creó con R2022b
Compatible con cualquier versión desde R2020a
Compatibilidad con las plataformas
Windows macOS Linux

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doc

Versión Publicado Notas de la versión
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
Para consultar o notificar algún problema sobre este complemento de GitHub, visite el repositorio de GitHub.
Para consultar o notificar algún problema sobre este complemento de GitHub, visite el repositorio de GitHub.