Skip to content

Implementation of PCA algorithm using Gram-Scmidt modification on NIPALS

License

Notifications You must be signed in to change notification settings

ParallelDots/Gram-Schmidt-PCA

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

4 Commits
 
 
 
 
 
 

Repository files navigation

Gram-Schmidt-PCA

Implements PCA using NIPALS algorithm. Also uses GRAM-SCMIDT method to avoid the problem of non-orthagonal PCs by NIPALS. Uses Numpy to implement non-GPU version stated in http://arxiv.org/pdf/0811.1081.pdf .

About

Implementation of PCA algorithm using Gram-Scmidt modification on NIPALS

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages