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by blackbear_ 1115 days ago
For a general overview, this could be a good starting point [1]. As for deep learning, you may wanna start from here [2], but I personally had good results with Hyperband [3] for DL.

[1] https://wires.onlinelibrary.wiley.com/doi/full/10.1002/widm....

[2] https://github.com/google-research/tuning_playbook

[3] https://jmlr.csail.mit.edu/papers/v18/16-558.html