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Updated Home (markdown)
Add snakes example
remove links to linear algebra pages
add link to eigen decomposition
add link to QR decomposition
add link to cholesky decomposition
link to LU decomposition
separate page for SVD
add link to Linear Algebra page in tutorials/guides