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We present a formula for the interpolation of matrix weighted spaces of vector valued functions via interpolation functors. We apply our formula to the particular case of interpolation of matrix weighted spaces by the real and complex methods, and present consequences regarding the matrix Muckenhoupt classes and commutator estimates of Calderón-Zygmund operators with matrix functions. In particular, we characterize the logarithms of Muckenhoupt weights through higher order commutators.

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