Stochastic Gradient Descent for Scalable Estimation

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Documentation for package ‘sgd’ version 1.1.2

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Code demos. Use demo() to run them.

Help Pages

coef.sgd	Extract Model Coefficients
fitted.sgd	Extract Model Fitted Values
plot.list	Plot objects of class 'sgd'.
plot.sgd	Plot objects of class 'sgd'.
predict.sgd	Model Predictions
predict_all	Model Predictions
print.sgd	Print objects of class 'sgd'.
residuals.sgd	Extract Model Residuals
sgd	Stochastic gradient descent
sgd.big.matrix	Stochastic gradient descent
sgd.formula	Stochastic gradient descent
sgd.matrix	Stochastic gradient descent
winequality	Wine quality data of white wine samples from Portugal