Linear Operators¶
linop interface¶
The linop interface provides an abstraction for linear operators. For each linop \(A\), it supports forward operation \(x \rightarrow A(x)\), adjoint operation \(x \rightarrow A^\top(x)\) and normal operation \(x \rightarrow A^\top A(x)\).
linop_chain¶
The linop_chain function is arguably the most powerful feature of the linop interface. Given two linops \(A\) and \(B\), the composite linear operator \(A(B)\) can be created by doing:
AB = linop_chain(A, B)
This automatically chains the forward operation, adjoint operation, and normal operation.
fft¶
fft implements the fast Fourier transform using the FFTW library for CPU and cudaFFT for GPU.