my_gd: This function will fit a linear model using gradient descent.
In siqiangsu/bis557: BIS557 Homework Package
Description
Usage
Arguments
Value
Examples
Description
This function will fit a linear model using gradient descent.
Usage
1
Arguments
form
A formula specifying the model.
d
A dataframe.
eta
Learning rate. Default is 0.05.
iters
Total iterations.
contrasts
A list specifying the contrasts. The default is NULL.
Value
beta Fitted coefficients.
Examples
1
my_gd(Sepal.Length~.,iris)
siqiangsu/bis557 documentation built on Dec. 21, 2020, 2:15 a.m.
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Description Usage Arguments Value Examples
Description
This function will fit a linear model using gradient descent.
Usage
1 |
Arguments
form |
A formula specifying the model. |
d |
A dataframe. |
eta |
Learning rate. Default is 0.05. |
iters |
Total iterations. |
contrasts |
A list specifying the contrasts. The default is NULL. |
Value
beta Fitted coefficients.
Examples
1 | my_gd(Sepal.Length~.,iris)
|
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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