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Added eigs and cond methods to LinearOperator
to estimate eigenvalues and conditioning number using scipy wrapping of ARPACK
Modified default dtype for all operators to be float64 (or complex128)
to be consistent with default dtypes used by numpy (and scipy) for real and
complex floating point numbers.
Added Flip operator
Added Symmetrize operator
Added Block operator
Added Regression operator performing polynomial regression
and modified LinearRegression to be a simple wrapper of
the former when order=1
Modified pylops.basicoperators.MatrixMult operator to work with both
numpy ndarrays and scipy sparse matrices