# Stochastic Gradient Descent for Scalable Estimation

## Documentation for package ‘sgd’ version 1.1.3

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

## 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