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matrix decomposition

A comprehensive repository of 100+ Jupyter Notebooks covering linear algebra topics, including matrix decompositions, Gaussian elimination, eigenvalues, SVD, and interactive Python/Julia examples for teaching and learning.

Check out our YouTube channel https://www.youtube.com/playlist?list=PLBDUlnmEqyXD_llq6wETUqRkJGRiu8wFU for tutorials and walkthroughs of these notebooks.

R implementation of the GoDec algorithm, which decomposes a matrix (X) as a sum of a low-rank (L), a sparse (S) and a noise (N) matrix (X = L + S + N).