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What algorithm is used by Auto-PyTorch #11
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Hello and thank you for your interest in AutoPyTorch. There are two algorithms used: BOHB and Hyperband. BOHB utilizes Bayesian optimization and the bandit-based Hyperband and is the default for the "small_cs" and "medium_cs" config presets. For the implementation we use the HpBandSter package. |
Hi @ashukid , Thank you for asking. Previously, the name of the project was AutoNet. Since this was too generic, we changed the name to AutoPyTorch. AutoNet 2.0 in the reference mention above is indeed AutoPyTorch. Best, |
@mlindauer I haven't gone through the book, but I will do it very soon. |
@ashukid Best, |
I was reading papers on
automl
and architecture search. There are actually lot of ways to do so, one very obvious to train different model directly.I was wondering what this library is using ?
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