DeepLearningRegression
Extends:
lib/deep_learning.js~BaseNeuralNetwork → DeepLearningRegression
Implements:
Deep Learning Regression with Tensorflow
Test:
Constructor Summary
Public Constructor | ||
public |
constructor(options: {layers: Array<Object>, compile: Object, fit: Object, layerPreference: String}, properties: *) |
Member Summary
Public Members | ||
public |
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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, layerPreference: String}, properties: *) source
Params:
Name | Type | Attribute | Description |
options | {layers: Array<Object>, compile: Object, fit: Object, layerPreference: String} | neural network configuration and tensorflow model hyperparameters |
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properties | * | extra instance properties |
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:
Name | Type | Attribute | Description |
x_matrix | Array<Array<number>> | independent variables |
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y_matrix | Array<Array<number>> | dependent variables |
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layers | Array<Object> | model dense layer parameters |