Just opening this here to keep track of the issue mentioned in #12:

[FlayQQQ]

Just opening this here to keep track of the issue mentioned in #12:

"We will have to find a solution to guarantee that the same random parameters are sampled in hparams_registry given the same random seed, for all future commits. Right now, adding algorithms or conditional logic in hparams_registry changes the random hyperparameters sampled for a given algorithm, dataset, and seed."

Originally posted by @SirRob1997 in #16