Constrained Optimization Via Stochastic Gradient Descent

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Documentation for package ‘blowtorch’ version 1.0.2

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blowtorch-package blowtorch
addDots Extend a function's signature to include '...'
aggregateConstraints Aggregate constraints.
aggregateGradients Aggregate constraint gradients.
aggregateHessians Aggregate constraint Hessians.
blowtorch blowtorch
buildDh Assemble the gradient of h
build_h Assemble h
gradientDescent Gradient Descent
multiplot Plot multiple ggplot objects.
plot.SGD Plot method for SGD object
print.SGD Stochastic Gradient Descent
SGD Stochastic Gradient Descent