Stochastic_GD: Stochastic Gradient Descent algorithm using R

In zjh3608/StatComp21005: StatComp21005

Description

Fit the independent variable X and dependent variable Y linearly by using stochastic gradient descent algorithm

Usage

Stochastic_GD(x, y, learning_rate)

Arguments

x	the independent variable data.
y	the dependent variable data.
learning_rate	Rate of stochastic gradient descent

Value

Linear function

Examples

## Not run: 
   Gradient_Descent(c(1,2,3,4,5),c(2,4.1,5.9,7.9,10.01),0.00001)

## End(Not run)

zjh3608/StatComp21005 documentation built on Dec. 24, 2021, 2:20 a.m.