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import {MultipleLinearRegression} from 'tensorscript/lib/multiple_linear_regression.mjs'
public class | source

MultipleLinearRegression

Extends:

lib/deep_learning.js~BaseNeuralNetwork → MultipleLinearRegression

Mulitple Linear Regression with Tensorflow

Test:

Constructor Summary

Public Constructor
public

constructor(options: {layers: Array<Object>, compile: Object, fit: Object}, properties: *)

Member Summary

Public Members
public

Method Summary

Public Methods
public

generateLayers(x_matrix: Array<Array<number>>, y_matrix: Array<Array<number>>, layers: Array<Object>)

Adds dense layers to tensorflow regression model

Public Constructors

public constructor(options: {layers: Array<Object>, compile: Object, fit: Object}, properties: *) source

Params:

NameTypeAttributeDescription
options {layers: Array<Object>, compile: Object, fit: Object}

neural network configuration and tensorflow model hyperparameters

properties *

extra instance properties

Test:

Public Members

public layers source

Public Methods

public generateLayers(x_matrix: Array<Array<number>>, y_matrix: Array<Array<number>>, layers: Array<Object>) source

Adds dense layers to tensorflow regression model

Params:

NameTypeAttributeDescription
x_matrix Array<Array<number>>

independent variables

y_matrix Array<Array<number>>

dependent variables

layers Array<Object>

model dense layer parameters

Test: