Interface | Description |
---|---|
LineOptimizerMatrix |
Line optimizer interface adapted from mallet
|
LineOptimizerMatrix.ByGradient | |
NeuralNetEpochListener |
Each epoch the listener is called, mainly used for debugging or visualizations
|
OptimizableByGradientValueMatrix |
Class | Description |
---|---|
LogisticRegressionOptimizer | |
MultiLayerNetworkOptimizer |
Optimizes the logistic layer for finetuning
a multi layer network.
|
NeuralNetworkOptimizer |
Performs basic beam search based on the network's loss function
|
VectorizedBackTrackLineSearch | |
VectorizedDeepLearningGradientAscent |
Vectorized Stochastic Gradient Ascent
|
VectorizedNonZeroStoppingConjugateGradient |
Modified based on cc.mallet.optimize.ConjugateGradient
no termination when zero tolerance
|
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