Closed dhamm97 closed 1 year ago
The indicator balls do not pass the test_math_lipschitz tests. I believe this is due to some “bug” in the test coming from the fact that if two points don’t belong to the ball, then in the lipschitz estimation the lhs is np.inf-np.inf=nan, the rhs is np.inf (Lipschitz constant set to np.inf), and since nan<np.inf returns False the test fails.
@dhamm97 I had to fix a few things after merging, but otherwise not bad for a first PR. Please check my commit messages for some high-level feedback on your work. We can further discuss during the Pycsou dev meeting.
@SepandKashani great, thank you very much! I will definitely check your comments.
Implementation of following penalty functionals: