package hypers
Type Members
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case class
GridHyperOptimizer() extends HyperOptimizer with Product with Serializable
Brute force search over the grid of hypers
Brute force search over the grid of hypers
Created by maxhutch on 12/7/16.
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abstract
class
HyperOptimizer extends AnyRef
Base class for hyperparameter optimizers
Base class for hyperparameter optimizers
They take a range of hypers as a Map[(String, Seq[Any])] and output the best map and loss Created by maxhutch on 12/8/16.
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class
RandomHyperOptimizer extends HyperOptimizer
Search for hypers by randomly sampling the search space
Search for hypers by randomly sampling the search space
This optimizer can be evaluated multiple times and will persist the best results across those calls. Created by maxhutch on 12/7/16.