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A domain adaptation toolbox

version 1.0.0.0 (31.4 MB) by Ke Yan

Ke Yan (view profile)

Wrappers and implementations of several domain adaptation / semi-supervised learning algorithms

21 Downloads

Updated 04 Jun 2016

View License on GitHub

Wrappers and implementations of several domain adaptation / transfer learning / semi-supervised learning algorithms, including:
* Transfer Component Analysis (TCA)
* Maximum Independence Domain Adaptation (MIDA)
* Subspace Alignment (SA)
* Information-Theoretical Learning (ITL)
* Geodesic flow kernel (GFK)
* Stationary Subspace Analysis (SSA)
* Laplacian SVM (LapSVM)
* Laplacian ridge regression (LapRR)
* Transducive SVM (TSVM)
* (Kernel) PCA (KPCA)
Please find details at: http://yanke23.com/articles/research/2016/04/17/A-domain-adaptation-matlab-toolbox.html
or https://github.com/viggin/domain-adaptation-toolbox

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1.0.0.0

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1.0.0.0

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MATLAB Release Compatibility
Created with R2010b
Compatible with any release
Platform Compatibility
Windows macOS Linux

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