> And random seeds. Make sure this part is at least deterministic by specifying the seed explicitly (and make sure you have that in your log as well). > Unfort

> And random seeds. Make sure this part is at least deterministic by specifying the seed explicitly (and make sure you have that in your log as well). > Unfortunately, in some cases (e.g. deep learning) your algorithm might not be deterministic anyway, so even in your own environment, you cannot exactly reproduce some result. So make sure it is reliable (e.g. w.r.t. different random seeds). Publishing the weights of a trained model allows verification (and reuse) of results even before going to the effort of reproducing it. This is especially useful when training the model is prohibitively expensive.