LICENSE
README.md
pyproject.toml
maldatagen/__init__.py
maldatagen/main.py
maldatagen/plots.py
maldatagen/plots_svm.py
maldatagen/run_campaign_sbseg.py
maldatagen.egg-info/PKG-INFO
maldatagen.egg-info/SOURCES.txt
maldatagen.egg-info/dependency_links.txt
maldatagen.egg-info/requires.txt
maldatagen.egg-info/top_level.txt
maldatagen/engine/__init__.py
maldatagen/engine/activations/Activations.py
maldatagen/engine/activations/CeLU.py
maldatagen/engine/activations/ELU.py
maldatagen/engine/activations/Exponential.py
maldatagen/engine/activations/GELU.py
maldatagen/engine/activations/GLU.py
maldatagen/engine/activations/HardSigmoid.py
maldatagen/engine/activations/LeakyRelu.py
maldatagen/engine/activations/Linear.py
maldatagen/engine/activations/LogSigmoid.py
maldatagen/engine/activations/PReLU.py
maldatagen/engine/activations/ReLU.py
maldatagen/engine/activations/SELU.py
maldatagen/engine/activations/Sigmoid.py
maldatagen/engine/activations/SoftSign.py
maldatagen/engine/activations/Softmax.py
maldatagen/engine/activations/Softplus.py
maldatagen/engine/activations/Swish.py
maldatagen/engine/activations/Tanh.py
maldatagen/engine/activations/__init__.py
maldatagen/engine/algorithms/__init__.py
maldatagen/engine/algorithms/Adversarial/AdversarialAlgorithm.py
maldatagen/engine/algorithms/Adversarial/__init__.py
maldatagen/engine/algorithms/Autoencoder/AutoencoderAlgorithm.py
maldatagen/engine/algorithms/Autoencoder/__init__.py
maldatagen/engine/algorithms/Copy/CopyAlgorithm.py
maldatagen/engine/algorithms/Copy/__init__.py
maldatagen/engine/algorithms/DenoisingDiffusion/AlgorithmDenoisingDiffusion.py
maldatagen/engine/algorithms/DenoisingDiffusion/GaussianDenoisingDiffusion.py
maldatagen/engine/algorithms/DenoisingDiffusion/__init__.py
maldatagen/engine/algorithms/LatentDiffusion/AlgorithmLatentDiffusion.py
maldatagen/engine/algorithms/LatentDiffusion/AlgorithmVAELatentDiffusion.py
maldatagen/engine/algorithms/LatentDiffusion/GaussianLatentDiffusion.py
maldatagen/engine/algorithms/LatentDiffusion/__init__.py
maldatagen/engine/algorithms/QuantizedVAE/AlgorithmQuantizedVAE.py
maldatagen/engine/algorithms/QuantizedVAE/__init__.py
maldatagen/engine/algorithms/RandomNoise/AlgorithmRandomNoise.py
maldatagen/engine/algorithms/RandomNoise/__init__.py
maldatagen/engine/algorithms/SMOTE/AlgorithmSMOTE.py
maldatagen/engine/algorithms/SMOTE/__init__.py
maldatagen/engine/algorithms/ThirdParty/SDVInterfaceAlgorithm.py
maldatagen/engine/algorithms/ThirdParty/__init__.py
maldatagen/engine/algorithms/VariationalAutoencoder/AlgorithmVariationalAutoencoder.py
maldatagen/engine/algorithms/VariationalAutoencoder/__init__.py
maldatagen/engine/algorithms/Wasserstein/AlgorithmWassersteinGAN.py
maldatagen/engine/algorithms/Wasserstein/__init__.py
maldatagen/engine/algorithms/WassersteinGP/AlgorithmWassersteinGANGP.py
maldatagen/engine/algorithms/WassersteinGP/__init__.py
maldatagen/engine/arguments/Arguments.py
maldatagen/engine/arguments/ArgumentsAdversarial.py
maldatagen/engine/arguments/ArgumentsAutoencoder.py
maldatagen/engine/arguments/ArgumentsDataLoader.py
maldatagen/engine/arguments/ArgumentsDenoisingDiffusion.py
maldatagen/engine/arguments/ArgumentsDiffusion.py
maldatagen/engine/arguments/ArgumentsEarlyStop.py
maldatagen/engine/arguments/ArgumentsFramework.py
maldatagen/engine/arguments/ArgumentsLatentDiffusion.py
maldatagen/engine/arguments/ArgumentsOptimizer.py
maldatagen/engine/arguments/ArgumentsQuantizedVAE.py
maldatagen/engine/arguments/ArgumentsRandomNoise.py
maldatagen/engine/arguments/ArgumentsSMOTE.py
maldatagen/engine/arguments/ArgumentsVariationalAutoencoder.py
maldatagen/engine/arguments/ArgumentsWassersteinGAN.py
maldatagen/engine/arguments/ArgumentsWassersteinGANGP.py
maldatagen/engine/arguments/LoggerSetup.py
maldatagen/engine/arguments/View.py
maldatagen/engine/arguments/__init__.py
maldatagen/engine/arguments/Classifiers/ArgumentsAdaBoost.py
maldatagen/engine/arguments/Classifiers/ArgumentsDecisionTree.py
maldatagen/engine/arguments/Classifiers/ArgumentsGaussianProcess.py
maldatagen/engine/arguments/Classifiers/ArgumentsGradientBoosting.py
maldatagen/engine/arguments/Classifiers/ArgumentsKMeans.py
maldatagen/engine/arguments/Classifiers/ArgumentsKNN.py
maldatagen/engine/arguments/Classifiers/ArgumentsLinearRegression.py
maldatagen/engine/arguments/Classifiers/ArgumentsNaiveBayes.py
maldatagen/engine/arguments/Classifiers/ArgumentsOptimizer.py
maldatagen/engine/arguments/Classifiers/ArgumentsPerceptron.py
maldatagen/engine/arguments/Classifiers/ArgumentsQuadraticDiscriminantAnalysis.py
maldatagen/engine/arguments/Classifiers/ArgumentsRandomForest.py
maldatagen/engine/arguments/Classifiers/ArgumentsSpectralClustering.py
maldatagen/engine/arguments/Classifiers/ArgumentsStochasticGradientDescent.py
maldatagen/engine/arguments/Classifiers/ArgumentsSuportVectorMachine.py
maldatagen/engine/arguments/Classifiers/__init__.py
maldatagen/engine/callbacks/CallbackDiffusionModelSave.py
maldatagen/engine/callbacks/CallbackEarlyStop.py
maldatagen/engine/callbacks/CallbackModel.py
maldatagen/engine/callbacks/CallbackNan.py
maldatagen/engine/callbacks/CallbackResources.py
maldatagen/engine/callbacks/__init__.py
maldatagen/engine/classifiers/Classifiers.py
maldatagen/engine/classifiers/__init__.py
maldatagen/engine/classifiers/Algorithms/AdaBoost.py
maldatagen/engine/classifiers/Algorithms/DecisionTree.py
maldatagen/engine/classifiers/Algorithms/GaussianProcess.py
maldatagen/engine/classifiers/Algorithms/GradientBoosting.py
maldatagen/engine/classifiers/Algorithms/KMeansClustering.py
maldatagen/engine/classifiers/Algorithms/KNearestNeighbors.py
maldatagen/engine/classifiers/Algorithms/LinearRegression.py
maldatagen/engine/classifiers/Algorithms/NaiveBayes.py
maldatagen/engine/classifiers/Algorithms/Perceptron.py
maldatagen/engine/classifiers/Algorithms/PerceptronModel.py
maldatagen/engine/classifiers/Algorithms/QuadraticDiscriminant.py
maldatagen/engine/classifiers/Algorithms/RandomForest.py
maldatagen/engine/classifiers/Algorithms/SpectralClustering.py
maldatagen/engine/classifiers/Algorithms/StochasticGradientDescent.py
maldatagen/engine/classifiers/Algorithms/SupportVectorMachine.py
maldatagen/engine/classifiers/Algorithms/__init__.py
maldatagen/engine/dataIO/CSVLoader.py
maldatagen/engine/dataIO/DirectoryManager.py
maldatagen/engine/dataIO/XLSLoader.py
maldatagen/engine/dataIO/__init__.py
maldatagen/engine/evaluation/CrossValidation.py
maldatagen/engine/evaluation/Evaluation.py
maldatagen/engine/evaluation/TrTr.py
maldatagen/engine/evaluation/TrTs.py
maldatagen/engine/evaluation/TsTr.py
maldatagen/engine/evaluation/__init__.py
maldatagen/engine/exception/ClassifierExceptions.py
maldatagen/engine/exception/DataReaderError.py
maldatagen/engine/exception/DirectoryCreationError.py
maldatagen/engine/exception/FileNotFoundErrorWithDetails.py
maldatagen/engine/exception/GaussianFilterError.py
maldatagen/engine/exception/InvalidBackgroundColorError.py
maldatagen/engine/exception/InvalidBarColorError.py
maldatagen/engine/exception/InvalidBorderWidthFigureError.py
maldatagen/engine/exception/InvalidColormapError.py
maldatagen/engine/exception/InvalidComparativeMetricsError.py
maldatagen/engine/exception/InvalidComparativeMetricsNameError.py
maldatagen/engine/exception/InvalidComparativePlotFilenameError.py
maldatagen/engine/exception/InvalidConfusionMatrixError.py
maldatagen/engine/exception/InvalidConfusionMatrixTitleError.py
maldatagen/engine/exception/InvalidDataSliceError.py
maldatagen/engine/exception/InvalidErrorBarColorError.py
maldatagen/engine/exception/InvalidFigureDimensionError.py
maldatagen/engine/exception/InvalidFontColorError.py
maldatagen/engine/exception/InvalidFontFamilyError.py
maldatagen/engine/exception/InvalidFontSizeError.py
maldatagen/engine/exception/InvalidFontWeightError.py
maldatagen/engine/exception/InvalidInputError.py
maldatagen/engine/exception/InvalidInputType.py
maldatagen/engine/exception/InvalidLegendFontSizeError.py
maldatagen/engine/exception/InvalidLegendLabelsError.py
maldatagen/engine/exception/InvalidParameterError.py
maldatagen/engine/exception/InvalidPlotFilenameError.py
maldatagen/engine/exception/InvalidRegressiveMetricsError.py
maldatagen/engine/exception/InvalidRegressiveMetricsNameError.py
maldatagen/engine/exception/InvalidStyleParameterError.py
maldatagen/engine/exception/MetricCalculationError.py
maldatagen/engine/exception/MetricCalculationValueError.py
maldatagen/engine/exception/MetricsException.py
maldatagen/engine/exception/MissingValueError.py
maldatagen/engine/exception/OutputFileError.py
maldatagen/engine/exception/__init__.py
maldatagen/engine/layers/AttentionBlock.py
maldatagen/engine/layers/AttentionBlockLayer.py
maldatagen/engine/layers/ClusteringLayer.py
maldatagen/engine/layers/ConvolutionalModuleLayer.py
maldatagen/engine/layers/CrossAttentionLayer.py
maldatagen/engine/layers/FeedforwardModuleLayer.py
maldatagen/engine/layers/GumbelVectorQuantizer.py
maldatagen/engine/layers/PositionalEncodingLayer.py
maldatagen/engine/layers/RelativePositionalEmbeddingLayer.py
maldatagen/engine/layers/RouterLayer.py
maldatagen/engine/layers/Sampling.py
maldatagen/engine/layers/SamplingLayer.py
maldatagen/engine/layers/SwitchLayer.py
maldatagen/engine/layers/TimeEmbedding.py
maldatagen/engine/layers/TimeEmbeddingLayer.py
maldatagen/engine/layers/TransformerDecoderLayer.py
maldatagen/engine/layers/TransformerEncoderLayer.py
maldatagen/engine/layers/TransformerLayer.py
maldatagen/engine/layers/TransposeLayer.py
maldatagen/engine/layers/VectorQuantizerLayer.py
maldatagen/engine/layers/__init__.py
maldatagen/engine/loss/BinaryCrossEntropy.py
maldatagen/engine/loss/CategoricalCrossEntropy.py
maldatagen/engine/loss/ContrastiveLoss.py
maldatagen/engine/loss/CossineSimilarity.py
maldatagen/engine/loss/DiversityLoss.py
maldatagen/engine/loss/KLDivergenceLoss.py
maldatagen/engine/loss/MeanAbsoluteError.py
maldatagen/engine/loss/MeanSquaredError.py
maldatagen/engine/loss/__init__.py
maldatagen/engine/metrics/Metrics.py
maldatagen/engine/metrics/__init__.py
maldatagen/engine/metrics/Binary/Accuracy.py
maldatagen/engine/metrics/Binary/AreaUnderCurve.py
maldatagen/engine/metrics/Binary/F1_Score.py
maldatagen/engine/metrics/Binary/FalseNegative.py
maldatagen/engine/metrics/Binary/FalsePositive.py
maldatagen/engine/metrics/Binary/FalsePositiveRate.py
maldatagen/engine/metrics/Binary/MatthewsCorrelationCoefficient.py
maldatagen/engine/metrics/Binary/MeanAbsoluteError.py
maldatagen/engine/metrics/Binary/MeanSquaredError.py
maldatagen/engine/metrics/Binary/Precision.py
maldatagen/engine/metrics/Binary/Recall.py
maldatagen/engine/metrics/Binary/Specificity.py
maldatagen/engine/metrics/Binary/TrueNegative.py
maldatagen/engine/metrics/Binary/TrueNegativeRate.py
maldatagen/engine/metrics/Binary/TruePositive.py
maldatagen/engine/metrics/Binary/__init__.py
maldatagen/engine/metrics/Distance/EuclideanDistance.py
maldatagen/engine/metrics/Distance/HammingDistance.py
maldatagen/engine/metrics/Distance/HellingerDistance.py
maldatagen/engine/metrics/Distance/JaccardDistance.py
maldatagen/engine/metrics/Distance/LogLikelihood.py
maldatagen/engine/metrics/Distance/ManhattanDistance.py
maldatagen/engine/metrics/Distance/PermutationTest.py
maldatagen/engine/metrics/Distance/__init__.py
maldatagen/engine/models/GenerativeModels.py
maldatagen/engine/models/__init__.py
maldatagen/engine/models/Adversarial/AdversarialModel.py
maldatagen/engine/models/Adversarial/VanillaDiscriminator.py
maldatagen/engine/models/Adversarial/VanillaGenerator.py
maldatagen/engine/models/Adversarial/__init__.py
maldatagen/engine/models/Autoencoder/ModelAutoencoder.py
maldatagen/engine/models/Autoencoder/TimeSeriesAutoencoder.py
maldatagen/engine/models/Autoencoder/TimeSeriesDecoder.py
maldatagen/engine/models/Autoencoder/TimeSeriesEncoder.py
maldatagen/engine/models/Autoencoder/VanillaDecoder.py
maldatagen/engine/models/Autoencoder/VanillaEncoder.py
maldatagen/engine/models/Autoencoder/__init__.py
maldatagen/engine/models/DenoisingDiffusion/DiffusionAutoencoder.py
maldatagen/engine/models/DenoisingDiffusion/DiffusionModelUnet.py
maldatagen/engine/models/DenoisingDiffusion/VanillaDecoderDiffusion.py
maldatagen/engine/models/DenoisingDiffusion/VanillaEncoderDiffusion.py
maldatagen/engine/models/DenoisingDiffusion/VariationalAutoencoderModel.py
maldatagen/engine/models/DenoisingDiffusion/__init__.py
maldatagen/engine/models/DiffusionKernel/DiffusionAutoencoder.py
maldatagen/engine/models/DiffusionKernel/DiffusionModelUnet.py
maldatagen/engine/models/DiffusionKernel/__init__.py
maldatagen/engine/models/LatentDiffusion/DiffusionAutoencoder.py
maldatagen/engine/models/LatentDiffusion/DiffusionModelUnet.py
maldatagen/engine/models/LatentDiffusion/VanillaDecoderDiffusion.py
maldatagen/engine/models/LatentDiffusion/VanillaEncoderDiffusion.py
maldatagen/engine/models/LatentDiffusion/VariationalAutoencoderModel.py
maldatagen/engine/models/LatentDiffusion/__init__.py
maldatagen/engine/models/QuantizedVAE/ModelQuantizedVAE.py
maldatagen/engine/models/QuantizedVAE/QuantizedVAEVanillaDecoder.py
maldatagen/engine/models/QuantizedVAE/QuantizedVAEVanillaEncoder.py
maldatagen/engine/models/QuantizedVAE/__init__.py
maldatagen/engine/models/VariationalAutoencoder/VanillaDecoder.py
maldatagen/engine/models/VariationalAutoencoder/VanillaEncoder.py
maldatagen/engine/models/VariationalAutoencoder/VariationalAutoencoderModel.py
maldatagen/engine/models/VariationalAutoencoder/__init__.py
maldatagen/engine/models/Wasserstein/ModelWassersteinGAN.py
maldatagen/engine/models/Wasserstein/VanillaDiscriminator.py
maldatagen/engine/models/Wasserstein/VanillaGenerator.py
maldatagen/engine/models/Wasserstein/__init__.py
maldatagen/engine/models/WassersteinGP/ModelWassersteinGAN.py
maldatagen/engine/models/WassersteinGP/ModelWassersteinGPGAN.py
maldatagen/engine/models/WassersteinGP/VanillaDiscriminator.py
maldatagen/engine/models/WassersteinGP/VanillaGenerator.py
maldatagen/engine/models/WassersteinGP/__init__.py
maldatagen/engine/optimizers/AdaDelta.py
maldatagen/engine/optimizers/Adam.py
maldatagen/engine/optimizers/FTRL.py
maldatagen/engine/optimizers/Nadam.py
maldatagen/engine/optimizers/Optimizer_Test.py
maldatagen/engine/optimizers/Optimizers.py
maldatagen/engine/optimizers/RSMProp.py
maldatagen/engine/optimizers/SGD.py
maldatagen/engine/optimizers/__init__.py
maldatagen/engine/support/HardwareManager.py
maldatagen/engine/support/__init__.py
maldatagen/tools/ClusteringVisualizer.py
maldatagen/tools/EvaluationMetrics.py
maldatagen/tools/Plot.py
maldatagen/tools/PlotClassificationMetrics.py
maldatagen/tools/PlotClasssificationMetrics.py
maldatagen/tools/PlotConfusionMatrix.py
maldatagen/tools/PlotDistanceMetrics.py
maldatagen/tools/PlotFidelityMetrics.py
maldatagen/tools/PlotHeatMap.py
maldatagen/tools/PlotLossCurve.py
maldatagen/tools/PlotRocCurve.py
maldatagen/tools/PlotTrainingCurve.py
maldatagen/tools/__init__.py
maldatagen/tools/config.py
maldatagen/tools/utils.py
maldatagen/tools/plot/ClusteringVisualizer.py
maldatagen/tools/plot/Plot.py
maldatagen/tools/plot/PlotClasssificationMetrics.py
maldatagen/tools/plot/PlotConfusionMatrix.py
maldatagen/tools/plot/PlotDistanceMetrics.py
maldatagen/tools/plot/PlotHeatMap.py
maldatagen/tools/plot/PlotTrainingCurve.py
maldatagen/tools/plot/__init__.py
maldatagen/tools/plot/config.py
maldatagen/tools/plot/readme.py
maldatagen/tools/plot/utils.py