Contains classes for computing the Stochastic gradient descent.
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◆ Method
Available methods for computing the Stochastic gradient descent
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defaultDense | Default: Required gradient is computed using only one term of objective function
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miniBatch | Required gradient is computed using batchSize terms of objective function
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momentum | Required gradient is computed using batchSize terms of objective function, perform momentum update rule
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◆ OptionalDataId
Available identifiers of optional input for the iterative solver
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pastUpdateVector | NumericTable of size p x 1 with vector update from past iteration. Applied for momentum method
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pastWorkValue | NumericTable of size p x 1 with work vector value from past main iteration. Applied for minibatch method
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