intel-spark / automl

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refactor search space parameters #29

Open shane-huang opened 5 years ago

shane-huang commented 5 years ago

The current parameter representation is not very good to represent conditional relationships. e.g. seq2seq and vanilla lstm model each has a set of parameters, we choose one of them and the paramters of the other should not be sampled.

shane-huang commented 5 years ago

search space pruning also needs consideration here.