Skip to content

abdullahjamal/Attribute-Prediction

Repository files navigation

Attribute-Prediction

Attribute Predicton using Hilbert-Schmidt Independence Criterion (Cross-Covariance Operator) on aPascal/aYahoo dataset.

"Hilbert-Schmist Norm of the Cross-Covariance operator" is proposed as an independence criterion in reproducing kernel Hilbert spaces (RKHSs). The criterion is used to measure the dependence between the two multivariate random variables. Details can be found here. http://www.wikicoursenote.com/wiki/Measuring_Statistical_Dependence_with_Hilbert-Schmidt_Norm

Requirements

Torch7 (http://github.com/torch/torch7)

torch-svm (https://github.com/koraykv/torch-svm)

matio-ffi.torch (https://github.com/soumith/matio-ffi.torch)

Overfeat Model (https://github.com/jhjin/overfeat-torch)

About

Attribute Predicton using HSIC in Torch

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages