I don’t know of any courses specifically on testing ML (or numerical) code, but ‘property-based testing’ gives you great tools for testing code where coming up with input-output pairs is difficult. I wrote a paper on testing numerical or scientific code last year, and QuiviQ makes great PBT tools for Elixr.
I see now that my question title could be better. I’m more looking for test cases, than testing tools.
I’ve added your paper to my reading queue! Thanks!
Your paper is excellent so far – very readable! Thanks again!
The whole paper was great – I’m sold on property testing!
Thanks—I’m glad you liked it, and hope it helps!
I don’t know of any courses specifically on testing ML (or numerical) code, but ‘property-based testing’ gives you great tools for testing code where coming up with input-output pairs is difficult. I wrote a paper on testing numerical or scientific code last year, and QuiviQ makes great PBT tools for Elixr.
I see now that my question title could be better. I’m more looking for test cases, than testing tools.
I’ve added your paper to my reading queue! Thanks!
Your paper is excellent so far – very readable! Thanks again!
The whole paper was great – I’m sold on property testing!
Thanks—I’m glad you liked it, and hope it helps!