SVD Applications: Pseudo Inverse - Low Rank Rep. - PCA - Eigenfaces - Example Problem - Python Code

Python Code:

Pseudo Inverse: https://github.com/csreddy89/ML-Codes/blob/main/SVD_Implementation_PseudoInverse.ipynb

Low Rank Approximation: https://github.com/csreddy89/ML-Codes/blob/main/SVD_Low_Rank_Approximation.ipynb

Image Compression: https://github.com/csreddy89/ML-Codes/blob/main/Color_Image_Compression_using_SVD_.ipynb

PCA Implementation using SVD: https://github.com/csreddy89/ML-Codes/blob/main/PCA_Implementation_using_SVD.ipynb

#svd #linearalgebra #dimensionalityreduction #pca #matrixinverse #systemoflinearequations

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