Integrate and Classify Normal Distributions

版本 2.7 (20.3 MB) 作者: Abhranil Das
Integrate (multi)normals in any domain, find pdf/cdf/icdf of any function of a (multi)normal, & classification error among (multi)normals.
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更新时间 2024/1/29
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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

引用格式

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

MATLAB 版本兼容性
创建方式 R2022b
与 R2020a 及更高版本兼容
平台兼容性
Windows macOS Linux

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版本 已发布 发行说明
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
要查看或报告此来自 GitHub 的附加功能中的问题，请访问其 GitHub 仓库。
要查看或报告此来自 GitHub 的附加功能中的问题，请访问其 GitHub 仓库。