Add HouseholderQR decomposition.
Add test case of CommonOps#identity methods.
Add HouseholderQR decomposition test case.
Merge pull request #22 from haosdent/decompose-qr

Add HouseholderQR decomposition.
refactor identity matrix construction into Matrix class
rename Matrix.createIdentity
docs
docs
fix higher dimensional array innerproducts
add TODO comments