Index (playground 1.0-SNAPSHOT API)

A B C D F G H I L M N O P Q R S T U V W X
All Classes All Packages

A

aButtonsAccess - Static variable in class com.playground.playground.interface_adapter.controller.FeaturesHiddenLayersController
aButtonsCountsAccess - Static variable in class com.playground.playground.interface_adapter.controller.FeaturesHiddenLayersController
activation(Activation) - Method in class com.playground.playground.entity.NeuralNetBuilder: Set activation function for all except the output layer, defaults to ReLU.
applyFeature(ArrayList<ArrayList<Object>>) - Method in interface com.playground.playground.entity.FeatureApplier
applyFeature(ArrayList<ArrayList<Object>>) - Method in class com.playground.playground.usecase.features.MultiplyFeatureApplier: Multiplies the x and y values of each datasets point in the provided dataset.
applyFeature(ArrayList<ArrayList<Object>>) - Method in class com.playground.playground.usecase.features.SinFeatureApplier: Applies the sin function to the values of either the x or y-axis of a dataset.
applyFeature(ArrayList<ArrayList<Object>>) - Method in class com.playground.playground.usecase.features.SquareFeatureApplier: Squares the values of either the x or y-axis of a dataset

B

batchSize - Static variable in class com.playground.playground.interface_adapter.controller.DataAttributesController
buildNeuralNet() - Method in class com.playground.playground.entity.NeuralNetBuilder: Create the NeuralNet class object in accordance to other methods called or defaults.

C

CIRCULAR - com.playground.playground.entity.DatasetType: Represents a circular dataset where datasets points are distributed in circular clusters.
CircularDatasetGenerator - Class in com.playground.playground.usecase.datasets: A datasets generator for creating datasets containing two circular clusters.
CircularDatasetGenerator() - Constructor for class com.playground.playground.usecase.datasets.CircularDatasetGenerator
CLUSTER - com.playground.playground.entity.DatasetType: Represents a cluster dataset where datasets points are distributed in clusters.
ClusterDatasetGenerator - Class in com.playground.playground.usecase.datasets: A datasets generator for creating datasets containing two clusters with different patterns.
ClusterDatasetGenerator() - Constructor for class com.playground.playground.usecase.datasets.ClusterDatasetGenerator
com.playground.playground - package com.playground.playground
com.playground.playground.entity - package com.playground.playground.entity
com.playground.playground.interface_adapter.controller - package com.playground.playground.interface_adapter.controller
com.playground.playground.interface_adapter.modelling - package com.playground.playground.interface_adapter.modelling
com.playground.playground.interface_adapter.views - package com.playground.playground.interface_adapter.views
com.playground.playground.usecase.datasets - package com.playground.playground.usecase.datasets
com.playground.playground.usecase.features - package com.playground.playground.usecase.features
com.playground.playground.usecase.modelling - package com.playground.playground.usecase.modelling
createDataGenerator(DatasetType) - Static method in class com.playground.playground.usecase.datasets.DataGeneratorFactory: Creates and returns the appropriate DatasetGenerator based on the provided DatasetType.
createTrainingData(String, ArrayList<String>, int) - Static method in class com.playground.playground.interface_adapter.controller.FeatureController: Creates a dataset for the training datasets.

D

dataAttributesController - Variable in class com.playground.playground.interface_adapter.views.DataAttributesView
DataAttributesController - Class in com.playground.playground.interface_adapter.controller: This controller handles all the dataset related options on the UI.
DataAttributesController() - Constructor for class com.playground.playground.interface_adapter.controller.DataAttributesController
DataAttributesView - Class in com.playground.playground.interface_adapter.views: This class represents the UI view for handling datasets attributes.
DataAttributesView() - Constructor for class com.playground.playground.interface_adapter.views.DataAttributesView
DataGeneratorFactory - Class in com.playground.playground.usecase.datasets: The DataGeneratorFactory class is responsible for creating instances of various DatasetGenerator implementations based on the given DatasetType.
DataGeneratorFactory() - Constructor for class com.playground.playground.usecase.datasets.DataGeneratorFactory
DataProcessor - Class in com.playground.playground.usecase.datasets: A datasets processor that takes a dataset generator as input and processes the generated datasets.
DataProcessor(DatasetGenerator) - Constructor for class com.playground.playground.usecase.datasets.DataProcessor: Constructs a DataProcessor with the specified dataset generator.
DataService - Class in com.playground.playground: DataService is a class that provides a shared dataset between different controllers.
dataset - Static variable in class com.playground.playground.interface_adapter.controller.DataAttributesController
DatasetGenerator - Interface in com.playground.playground.entity: The interface for a dataset generator that creates datasets for testing machine learning algorithms.
datasetProperty() - Method in class com.playground.playground.DataService
DatasetType - Enum in com.playground.playground.entity: The DatasetType enum represents different types of datasets that can be generated.

F

FeatureApplier - Interface in com.playground.playground.entity: Interface for applying specific features to a dataset in a neural network format.
FeatureApplierFactory - Class in com.playground.playground.usecase.features: A factory class responsible for creating and providing instances of FeatureApplier.
FeatureApplierFactory() - Constructor for class com.playground.playground.usecase.features.FeatureApplierFactory
FeatureConstants - Class in com.playground.playground.entity
FeatureConstants() - Constructor for class com.playground.playground.entity.FeatureConstants
FeatureController - Class in com.playground.playground.interface_adapter.controller: FeatureController is responsible for managing the creation and manipulation of datasets for training purposes.
FeatureController() - Constructor for class com.playground.playground.interface_adapter.controller.FeatureController
FeaturesHiddenLayersController - Class in com.playground.playground.interface_adapter.controller: This controller is responsible for handling datasets related to the hidden layers and features.
FeaturesHiddenLayersController() - Constructor for class com.playground.playground.interface_adapter.controller.FeaturesHiddenLayersController
FeaturesHiddenLayersView - Class in com.playground.playground.interface_adapter.views
FeaturesHiddenLayersView() - Constructor for class com.playground.playground.interface_adapter.views.FeaturesHiddenLayersView

G

generate(int) - Method in interface com.playground.playground.entity.DatasetGenerator: Generates a dataset with a specific pattern.
generate(int) - Method in class com.playground.playground.usecase.datasets.CircularDatasetGenerator: Generates a dataset containing two circular clusters with noise.
generate(int) - Method in class com.playground.playground.usecase.datasets.ClusterDatasetGenerator: Generates a dataset containing two clusters with different patterns.
generate(int) - Method in class com.playground.playground.usecase.datasets.QuadrantDatasetGenerator: Generates a dataset containing points in the first and third quadrants.
generate(int) - Method in class com.playground.playground.usecase.datasets.SpiralDatasetGenerator: Generates a dataset containing two spiral patterns.
generateCluster(double, double, double, int, int) - Static method in class com.playground.playground.usecase.datasets.ClusterDatasetGenerator: Generates a cluster dataset with the specified parameters.
generateModel() - Method in class com.playground.playground.entity.NeuralNet: Initialize and create the overall model structure.
generateQuadrantDataset(int, int, int, int) - Static method in class com.playground.playground.usecase.datasets.QuadrantDatasetGenerator: Generates a dataset for a specified quadrant.
generateSpiralDataset(int, int, int) - Static method in class com.playground.playground.usecase.datasets.SpiralDatasetGenerator: Generates a dataset for a specified spiral pattern.
getActivation() - Method in class com.playground.playground.entity.NeuralNet
getData() - Method in class com.playground.playground.interface_adapter.modelling.ModelTrainingServices
getDataset() - Method in class com.playground.playground.DataService
getDataset() - Method in class com.playground.playground.usecase.modelling.PrepareData
getFeature(String) - Static method in class com.playground.playground.usecase.features.FeatureApplierFactory
getInputs() - Method in class com.playground.playground.entity.NeuralNet
getInstance() - Static method in class com.playground.playground.DataService
getLayers() - Method in class com.playground.playground.entity.NeuralNet
getLayersNeurons() - Static method in class com.playground.playground.interface_adapter.controller.FeaturesHiddenLayersController
getLearningRate() - Method in class com.playground.playground.entity.NeuralNet
getLossFunction() - Method in class com.playground.playground.entity.NeuralNet
getModel() - Method in class com.playground.playground.interface_adapter.modelling.ModelTrainingServices
getNOut() - Method in class com.playground.playground.entity.NeuralNet
getOptimizationAlgorithm() - Method in class com.playground.playground.entity.NeuralNet
getOptimizer() - Method in class com.playground.playground.entity.NeuralNet
getRegularizationFactor() - Method in class com.playground.playground.entity.NeuralNet
getRegularizationType() - Method in class com.playground.playground.entity.NeuralNet
getResults() - Method in class com.playground.playground.DataService
getSeed() - Method in class com.playground.playground.entity.NeuralNet
getSelectedButtons() - Static method in class com.playground.playground.interface_adapter.controller.FeaturesHiddenLayersController
getStatsFileName() - Method in class com.playground.playground.interface_adapter.modelling.ModelTrainingServices
getTestData() - Method in class com.playground.playground.interface_adapter.modelling.ModelTrainingServices
getTestDataset() - Method in class com.playground.playground.usecase.modelling.PrepareData
getTestScore() - Method in class com.playground.playground.DataService
getTrainingController() - Method in class com.playground.playground.interface_adapter.controller.MlParametersController: Retrieves the ModelTrainingServices object for training the neural network model.
getTrainScore() - Method in class com.playground.playground.DataService
getWeightInit() - Method in class com.playground.playground.entity.NeuralNet
GraphSystemController - Class in com.playground.playground.interface_adapter.controller: This class is responsible for updating the ScatterChart with new datasets points and colors.
GraphSystemController() - Constructor for class com.playground.playground.interface_adapter.controller.GraphSystemController
graphSystemView - Static variable in class com.playground.playground.interface_adapter.views.MainView
GraphSystemView - Class in com.playground.playground.interface_adapter.views
GraphSystemView() - Constructor for class com.playground.playground.interface_adapter.views.GraphSystemView

H

handleActivation(String) - Method in class com.playground.playground.interface_adapter.controller.MlParametersController: Sets the activation function selected by the user.
handleCLusterButton(ActionEvent) - Method in class com.playground.playground.interface_adapter.views.DataAttributesView: Handles the action event when the "cluster" button is clicked, setting the dataset to "cluster".
handleLearningRate(double) - Method in class com.playground.playground.interface_adapter.controller.MlParametersController: Sets the learning rate selected by the user.
handlePlayButtonClick(ActionEvent) - Method in class com.playground.playground.interface_adapter.views.MlParametersView: Handles the event when the "Play" button is clicked to start the model training.
handleProblem(String) - Method in class com.playground.playground.interface_adapter.controller.MlParametersController: Sets the problem type selected by the user.
handleRadialButton(ActionEvent) - Method in class com.playground.playground.interface_adapter.views.DataAttributesView: Handles the action event when the "circular" button is clicked, setting the dataset to "circular".
handleRectangularButton(ActionEvent) - Method in class com.playground.playground.interface_adapter.views.DataAttributesView: Handles the action event when the "quadrant" button is clicked, setting the dataset to "quadrant".
handleRegularization(String) - Method in class com.playground.playground.interface_adapter.controller.MlParametersController: Sets the regularization type selected by the user.
handleRegularizationRate(double) - Method in class com.playground.playground.interface_adapter.controller.MlParametersController: Sets the regularization rate selected by the user.
handleSpiralButton(ActionEvent) - Method in class com.playground.playground.interface_adapter.views.DataAttributesView: Handles the action event when the "spiral" button is clicked, setting the dataset to "spiral".
handleStopButtonClick(ActionEvent) - Method in class com.playground.playground.interface_adapter.views.MlParametersView: Handles the event when the "Stop" button is clicked to stop the model training.

I

initialize(URL, ResourceBundle) - Method in class com.playground.playground.interface_adapter.views.DataAttributesView: Initializes the DataAttributesView by setting default values, listeners, and behaviors.
initialize(URL, ResourceBundle) - Method in class com.playground.playground.interface_adapter.views.FeaturesHiddenLayersView
initialize(URL, ResourceBundle) - Method in class com.playground.playground.interface_adapter.views.GraphSystemView: Construct the graph using the neural network.
initialize(URL, ResourceBundle) - Method in class com.playground.playground.interface_adapter.views.MainView: Initializer for MainView.java
initialize(URL, ResourceBundle) - Method in class com.playground.playground.interface_adapter.views.MlParametersView: Initializes the MlParametersController after its root element has been processed.
initializeBatchSize - Static variable in class com.playground.playground.interface_adapter.controller.DataAttributesController
initializeBatchSize(int) - Method in class com.playground.playground.interface_adapter.controller.DataAttributesController: Initializes the batch size value with the given value.
initializeNoise - Static variable in class com.playground.playground.interface_adapter.controller.DataAttributesController
initializeNoise(int) - Method in class com.playground.playground.interface_adapter.controller.DataAttributesController: Initializes the noise value with the given value.
initializeTestRatio - Static variable in class com.playground.playground.interface_adapter.controller.DataAttributesController
initializeTestRatio(int) - Method in class com.playground.playground.interface_adapter.controller.DataAttributesController: Initializes the test ratio with the given value.
inputs(int) - Method in class com.playground.playground.entity.NeuralNetBuilder: Set the number of inputs, defaults to 2.
isRegularization() - Method in class com.playground.playground.entity.NeuralNet

L

layers(ArrayList<Integer>) - Method in class com.playground.playground.entity.NeuralNetBuilder: A list of numbers showing the number of nodes ine ach layer, excluding the last layer but including the first layer in this list, defaults to [2,4,2].
layersNeurons - Static variable in class com.playground.playground.interface_adapter.controller.FeaturesHiddenLayersController
learningRate(double) - Method in class com.playground.playground.entity.NeuralNetBuilder: Set learning rate, defaults to 1e-3.
lossFunction(LossFunctions.LossFunction) - Method in class com.playground.playground.entity.NeuralNetBuilder: Set loss function, defaults to negative log likelihood.

M

main(String[]) - Static method in class com.playground.playground.MainLauncher: The main entry point of the application.
MainLauncher - Class in com.playground.playground: The MainLauncher class is responsible for launching the AI Playground application.
MainLauncher() - Constructor for class com.playground.playground.MainLauncher
MainView - Class in com.playground.playground.interface_adapter.views: The MainView class is responsible for assimilating values from other controllers.
MainView() - Constructor for class com.playground.playground.interface_adapter.views.MainView
MlParametersController - Class in com.playground.playground.interface_adapter.controller: This class handles user-selected parameters for the machine learning model.
MlParametersController() - Constructor for class com.playground.playground.interface_adapter.controller.MlParametersController: Constructs an instance of MlParametersController and initializes the DataService.
MlParametersView - Class in com.playground.playground.interface_adapter.views: The view class that handles the interaction between UI components and the backend logic related to model parameters and training.
MlParametersView() - Constructor for class com.playground.playground.interface_adapter.views.MlParametersView: Constructs a new instance of the MlParametersView class.
modelSummary() - Method in class com.playground.playground.entity.NeuralNet: Display what the model looks like in a human readable format.
ModelTrainingServices - Class in com.playground.playground.interface_adapter.modelling: This is the class that facilitates training the model and logging.
ModelTrainingServices(INDArrayDataSetIterator, MultiLayerNetwork, String, INDArrayDataSetIterator) - Constructor for class com.playground.playground.interface_adapter.modelling.ModelTrainingServices: Constructor for the ModelTrainingServices class which initializers the datasets and model.
MultiplyFeatureApplier - Class in com.playground.playground.usecase.features: Applies a multiplication feature to the dataset by multiplying the x and y values of each datasets point.
MultiplyFeatureApplier() - Constructor for class com.playground.playground.usecase.features.MultiplyFeatureApplier

N

neuralConnections - Variable in class com.playground.playground.interface_adapter.views.FeaturesHiddenLayersView
NeuralNet - Class in com.playground.playground.entity: The NeuralNet class is responsible for creating the DAGs in memory and creating an overall model structure and initializing the model DAG and its weights making it ready for training.
NeuralNet(ArrayList<Integer>, int, int, double, Updater, OptimizationAlgorithm, Activation, WeightInit, int, LossFunctions.LossFunction, boolean, String, double) - Constructor for class com.playground.playground.entity.NeuralNet: The NeuralNet class is responsible for creating the DAGs in memory and creating an overall model structure and initializing the model DAG and its weights making it ready for training.
NeuralNetBuilder - Class in com.playground.playground.entity: The NeuralNetBuilder class helps create the NeuralNet class in the builder design.
NeuralNetBuilder() - Constructor for class com.playground.playground.entity.NeuralNetBuilder
noise - Static variable in class com.playground.playground.interface_adapter.controller.DataAttributesController
nOut(int) - Method in class com.playground.playground.entity.NeuralNetBuilder: Set the number of outputs, defaults to 2.
numHiddenLayersAccess - Static variable in class com.playground.playground.interface_adapter.controller.FeaturesHiddenLayersController

O

onAddButtonClicked(ActionEvent) - Method in class com.playground.playground.interface_adapter.views.FeaturesHiddenLayersView
onAddButtonClickedHelper(int, GridPane) - Method in class com.playground.playground.interface_adapter.controller.FeaturesHiddenLayersController
onRemoveButtonClicked(ActionEvent) - Method in class com.playground.playground.interface_adapter.views.FeaturesHiddenLayersView
onRemoveButtonClickedHelper(int, GridPane) - Method in class com.playground.playground.interface_adapter.controller.FeaturesHiddenLayersController
onRemoveLayerClickedHelper(int) - Method in class com.playground.playground.interface_adapter.controller.FeaturesHiddenLayersController
optimizationAlgorithm(OptimizationAlgorithm) - Method in class com.playground.playground.entity.NeuralNetBuilder: Set the optimization algorithm, defaults to SGD.
optimizer(Updater) - Method in class com.playground.playground.entity.NeuralNetBuilder: Set the optimizer, defaults to Adam.

P

PrepareData - Class in com.playground.playground.usecase.modelling: This class helps make datasets ready for the model training.
PrepareData(int, List<Pair<INDArray, INDArray>>, List<Pair<INDArray, INDArray>>) - Constructor for class com.playground.playground.usecase.modelling.PrepareData: Default constructor for PrepareData.
process(int) - Method in class com.playground.playground.usecase.datasets.DataProcessor: Processes the generated datasets by applying a transformation.

Q

QUADRANT - com.playground.playground.entity.DatasetType: Represents a quadrant dataset where datasets points are distributed in the first and third quadrants.
QuadrantDatasetGenerator - Class in com.playground.playground.usecase.datasets: A datasets generator for creating datasets representing points in the four quadrants of the Cartesian plane.
QuadrantDatasetGenerator() - Constructor for class com.playground.playground.usecase.datasets.QuadrantDatasetGenerator

R

regularization(boolean) - Method in class com.playground.playground.entity.NeuralNetBuilder: Should you use regularization?, defaults to true.
regularizationFactor(double) - Method in class com.playground.playground.entity.NeuralNetBuilder: Set the regularization factor, defaults to 5e-4.
regularizationType(String) - Method in class com.playground.playground.entity.NeuralNetBuilder: Set regularization type, either one of "l1" or "l2", defaults to "l2".
removeColumn(int, GridPane) - Method in class com.playground.playground.interface_adapter.controller.FeaturesHiddenLayersController: Helper function for removing a column of buttons representing neurons in a hidden layer.
resultsProperty() - Method in class com.playground.playground.DataService

S

seed(int) - Method in class com.playground.playground.entity.NeuralNetBuilder: Set seed for the experiments, defaults to 123 (ideally choose 3047).
selectedButtons - Static variable in class com.playground.playground.interface_adapter.controller.FeaturesHiddenLayersController
sendActivation(ActionEvent) - Method in class com.playground.playground.interface_adapter.views.MlParametersView: Handles the event when an activation function menu item is selected.
sendBatchSize(MouseEvent) - Method in class com.playground.playground.interface_adapter.views.DataAttributesView: Sends the batch size value to the datasets attributes controller upon a mouse event.
sendLearningRate(ActionEvent) - Method in class com.playground.playground.interface_adapter.views.MlParametersView: Handles the event when a learning rate menu item is selected.
sendNoise(MouseEvent) - Method in class com.playground.playground.interface_adapter.views.DataAttributesView: Sends the noise value to the datasets attributes controller upon a mouse event.
sendProblem(ActionEvent) - Method in class com.playground.playground.interface_adapter.views.MlParametersView: Handles the event when a problem type (Classification or Regression) is selected.
sendRegularization(ActionEvent) - Method in class com.playground.playground.interface_adapter.views.MlParametersView: Handles the event when a regularization type menu item is selected.
sendRegularizationRate(ActionEvent) - Method in class com.playground.playground.interface_adapter.views.MlParametersView: Handles the event when a regularization rate menu item is selected.
sendTestRatio(MouseEvent) - Method in class com.playground.playground.interface_adapter.views.DataAttributesView: Sends the test ratio value to the datasets attributes controller upon a mouse event.
setButtons(Button[], Button[], Label[]) - Method in class com.playground.playground.interface_adapter.controller.FeaturesHiddenLayersController
setButtonsVisibility(int, boolean) - Method in class com.playground.playground.interface_adapter.controller.FeaturesHiddenLayersController: Helper function for onAddLayerClicked and onRemovedLayerClicked used to make the addButtons and removeButtons visible.
setDataset(List<Pair<INDArray, INDArray>>) - Method in class com.playground.playground.DataService
setLayersNeurons() - Static method in class com.playground.playground.interface_adapter.controller.FeaturesHiddenLayersController
setModel(MultiLayerNetwork) - Method in class com.playground.playground.interface_adapter.modelling.ModelTrainingServices
setNumHiddenLayers(int) - Method in class com.playground.playground.interface_adapter.controller.FeaturesHiddenLayersController: Sets the number of hidden layers for the neural network.
setResults(ArrayList<Double>) - Method in class com.playground.playground.DataService
setSlider1Percent(double, double) - Method in class com.playground.playground.interface_adapter.controller.DataAttributesController: Calculates the percentage value based on the provided slider value and maximum.
setSlider2Percent(int) - Method in class com.playground.playground.interface_adapter.controller.DataAttributesController: Sets the noise percentage value and returns it as a formatted string.
setSlider3Percent(int) - Method in class com.playground.playground.interface_adapter.controller.DataAttributesController: Sets the batch size value and returns it as a formatted string.
setStatsFileName(String) - Method in class com.playground.playground.interface_adapter.modelling.ModelTrainingServices
setTestLoss(double) - Method in class com.playground.playground.interface_adapter.views.GraphSystemView: Sets the test loss value on the UI, rounded to three decimal places.
setTestScore(double) - Method in class com.playground.playground.DataService
setTrainingLoss(double) - Method in class com.playground.playground.interface_adapter.views.GraphSystemView: Sets the training loss value on the UI, rounded to three decimal places.
setTrainScore(double) - Method in class com.playground.playground.DataService
SIN_X - Static variable in class com.playground.playground.entity.FeatureConstants
SIN_Y - Static variable in class com.playground.playground.entity.FeatureConstants
SinFeatureApplier - Class in com.playground.playground.usecase.features: Applies the sine function to a specific axis (x or y) of the datasets points in the dataset.
SinFeatureApplier(int) - Constructor for class com.playground.playground.usecase.features.SinFeatureApplier
SPIRAL - com.playground.playground.entity.DatasetType: Represents a spiral dataset where datasets points are distributed in a spiral pattern.
SpiralDatasetGenerator - Class in com.playground.playground.usecase.datasets: A datasets generator for creating spiral datasets in both clockwise and counterclockwise directions.
SpiralDatasetGenerator() - Constructor for class com.playground.playground.usecase.datasets.SpiralDatasetGenerator
SQUARE_X - Static variable in class com.playground.playground.entity.FeatureConstants
SQUARE_Y - Static variable in class com.playground.playground.entity.FeatureConstants
SquareFeatureApplier - Class in com.playground.playground.usecase.features: Applies the square feature to a specific axis (x or y) of the datasets points in the dataset.
SquareFeatureApplier(int) - Constructor for class com.playground.playground.usecase.features.SquareFeatureApplier
stopButtonClick - Static variable in class com.playground.playground.interface_adapter.views.MlParametersView

T

testRatio - Static variable in class com.playground.playground.interface_adapter.controller.DataAttributesController
testScoreProperty() - Method in class com.playground.playground.DataService
trainModel(boolean) - Method in class com.playground.playground.interface_adapter.modelling.ModelTrainingServices: Train the model set through the constructor and created using the NeuralNet class.
trainScoreProperty() - Method in class com.playground.playground.DataService
transform(ArrayList<ArrayList<ArrayList<Double>>>) - Static method in class com.playground.playground.usecase.datasets.TransformDatasets: Transforms a dataset from ArrayList of ArrayLists to ArrayList of Lists with weights.
TransformDatasets - Class in com.playground.playground.usecase.datasets: A utility class for transforming datasets generated by DataGenerator to a format more appropriate for Deep Learning.
TransformDatasets() - Constructor for class com.playground.playground.usecase.datasets.TransformDatasets

U

UNKNOWN - com.playground.playground.entity.DatasetType: Represents an unknown or unsupported dataset type.
updateGraph(List<Pair<INDArray, INDArray>>, ArrayList<Double>) - Method in class com.playground.playground.interface_adapter.views.GraphSystemView: Updates the graph with a new dataset.
updateGraphHelper(List<Pair<INDArray, INDArray>>, ArrayList<Double>, ScatterChart, XYChart.Series<Number, Number>, XYChart.Series<Number, Number>) - Method in class com.playground.playground.interface_adapter.controller.GraphSystemController: Updates the ScatterChart with new datasets points and colors.

V

valueOf(String) - Static method in enum com.playground.playground.entity.DatasetType: Returns the enum constant of this type with the specified name.
values() - Static method in enum com.playground.playground.entity.DatasetType: Returns an array containing the constants of this enum type, in the order they are declared.

W

weightInit(WeightInit) - Method in class com.playground.playground.entity.NeuralNetBuilder: Set weight initialization startegy, defaults to Xavier.

X

X_TIMES_Y - Static variable in class com.playground.playground.entity.FeatureConstants
x1pow2label - Variable in class com.playground.playground.interface_adapter.views.FeaturesHiddenLayersView
x1x2label - Variable in class com.playground.playground.interface_adapter.views.FeaturesHiddenLayersView
x2pow2label - Variable in class com.playground.playground.interface_adapter.views.FeaturesHiddenLayersView

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