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Tikhonov regularization with Identity Tikhonov matrix

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@carterbox carterbox released this 07 Aug 18:29
· 698 commits to master since this release

Add a simple extension of the gradient descent method for solving Tikhonov regularization of the form:

equation

Example of usage:

recon = tomopy.recon(
    proj, theta, center=rot_center, algorithm='tikh',
    reg_data=v, reg_par=[-1, alpha], num_iter=32,
) # where -1 refers to automatic gradient step search