linear

package

v0.3.1 Latest Latest Go to latest Published: May 28, 2022 License: MIT Imports: 9 Imported by: 1

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Repository

github.com/erni27/regression

Documentation ¶

Overview ¶

Package linear provides linear regression model implementation.

Index ¶

func WithGradientDescent(o options.Options) regression.Regression[float64]
func WithNormalEquation() regression.Regression[float64]

Constants ¶

This section is empty.

Variables ¶

This section is empty.

Functions ¶

func WithGradientDescent ¶

func WithGradientDescent(o options.Options) regression.Regression[float64]

WithGradientDescent initializes linear regression with numerical approach. It finds the value of coefficients by taking steps in each iteration towards the minimum of a cost function (LMS).

func WithNormalEquation ¶

func WithNormalEquation() regression.Regression[float64]

WithNormalEquation initializes linear regression with analytical approach. It directly finds the value of coefficients by solving normal equation.

Types ¶

This section is empty.

Source Files ¶

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