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Plots/BNN/Y1_ResNet18_Dropout_BNN_test_ROC.png

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Plots/EDA/Labels by Dataset.png

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Plots/EDA/Y1 Data Scaled Pixel Intensities.png

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Plots/EDA/Y1 Elliptical Galaxies Example Images.png

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Plots/EDA/Y1 Merger Galaxies Example Images.png

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Plots/EDA/Y1 Raw Data Pixel Intensities.png

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Plots/EDA/Y1 Spiral Galaxies Example Images.png

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Plots/EDA/Y10 Data Scaled Pixel Intensities.png

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Plots/EDA/Y10 Elliptical Galaxies Example Images.png

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Plots/EDA/Y10 Merger Galaxies Example Images.png

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Plots/EDA/Y10 Raw Data Pixel Intensities.png

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Plots/EDA/Y10 Spiral Galaxies Example Images.png

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Plots/EDA/example_images.jpg

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Plots/Model-1.1/Model-1.1 Accuracy Training History.png

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Plots/Model-1.1/Model-1.1 Loss Training History.png

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Plots/Model-1.1/Model-1.1_test_CM.png

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Plots/Model-1.1/Model-1.1_test_ROC.png

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Plots/Model-1.1/Model-1.1_train_CM.png

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Plots/Model-1.1/Model-1.1_train_ROC.png

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Plots/Model-1.1/Model-1.1_validation_CM.png

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Plots/Model-1.1/Model-1.1_validation_ROC.png

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Plots/Model-1.2/Model-1.2 Accuracy Training History.png

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Plots/Model-1.2/Model-1.2 Loss Training History.png

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Plots/Model-1.2/Model-1.2_test_CM.png

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Plots/Model-1.2/Model-1.2_test_ROC.png

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Plots/Model-1.2/Model-1.2_train_CM.png

Plots/Model-1.2/Model-1.2_train_ROC.png

Plots/Model-1.2/Model-1.2_validation_CM.png

Plots/Model-1.2/Model-1.2_validation_ROC.png

Plots/Model-1.2/Y1_Model_1-2.png

Plots/Model-1.3/Model-1.3 Accuracy Training History.png

Plots/Model-1.3/Model-1.3 Loss Training History.png

Plots/Model-1.3/Model-1.3_test_CM.png

Plots/Model-1.3/Model-1.3_test_ROC.png

Plots/Model-1.3/Model-1.3_train_CM.png

Plots/Model-1.3/Model-1.3_train_ROC.png

Plots/Model-1.3/Model-1.3_validation_CM.png

Plots/Model-1.3/Model-1.3_validation_ROC.png

Plots/Model-1.4/Model-1.4 Accuracy Training History.png

Plots/Model-1.4/Model-1.4 Loss Training History.png

Plots/Model-1.4/Model-1.4_test_CM.png

Plots/Model-1.4/Model-1.4_test_ROC.png

Plots/Model-1.4/Model-1.4_train_CM.png

Plots/Model-1.4/Model-1.4_train_ROC.png

Plots/Model-1.4/Model-1.4_validation_CM.png

Plots/Model-1.4/Model-1.4_validation_ROC.png

Plots/Model-1.5/Model-1.5 Accuracy Training History.png

Plots/Model-1.5/Model-1.5 Loss Training History.png

Plots/Model-1.5/Model-1.5_test_CM.png

Plots/Model-1.5/Model-1.5_test_ROC.png

Plots/Model-1.5/Model-1.5_train_CM.png

Plots/Model-1.5/Model-1.5_train_ROC.png

Plots/Model-1.5/Model-1.5_validation_CM.png

Plots/Model-1.5/Model-1.5_validation_ROC.png

Plots/Model-1/Model-1 Accuracy Training History.png

Plots/Model-1/Model-1 Loss Training History.png

Plots/Model-1/Model-1_test_CM.png

Plots/Model-1/Model-1_test_ROC.png

Plots/Model-1/Model-1_train_CM.png

Plots/Model-1/Model-1_train_ROC.png

Plots/Model-1/Model-1_validation_CM.png

Plots/Model-1/Model-1_validation_ROC.png

Plots/Model-1/Y1 Model-1 Accuracy Training History.png

Plots/Model-1/Y1 Model-1 Loss Training History.png

Plots/Model-1/Y1_Model-1.png

Plots/Model-1/Y1_Model-1_Y10_test_CM.png

Plots/Model-1/Y1_Model-1_Y10_test_ROC.png

Plots/Model-1/Y1_Model-1_test_CM.png

Plots/Model-1/Y1_Model-1_test_ROC.png

Plots/Model-1/Y1_Model-1_train_CM.png

Plots/Model-1/Y1_Model-1_train_ROC.png

Plots/Model-1/Y1_Model-1_validation_CM.png

Plots/Model-1/Y1_Model-1_validation_ROC.png

Plots/Model-1b/Model-1b Accuracy Training History.png

Plots/Model-1b/Model-1b Loss Training History.png

Plots/Model-1b/Model-1b_test_CM.png

Plots/Model-1b/Model-1b_test_ROC.png

Plots/Model-1b/Model-1b_validation_CM.png

Plots/Model-1b/Model-1b_validation_ROC.png

Plots/Model-2/Model-2 Accuracy Training History.png

Plots/Model-2/Model-2 Loss Training History.png

Plots/Model-2/Model-2_test_CM.png

Plots/Model-2/Model-2_test_ROC.png

Plots/Model-2/Model-2_train_CM.png

Plots/Model-2/Model-2_train_ROC.png

Plots/Model-2/Model-2_validation_CM.png

Plots/Model-2/Model-2_validation_ROC.png

Plots/Model-2/Y1 Model-2 Accuracy Training History.png

Plots/Model-2/Y1 Model-2 Loss Training History.png

Plots/Model-2/Y1_Model-2.png

Plots/Model-2/Y1_Model-2_Y10_test_CM.png

Plots/Model-2/Y1_Model-2_Y10_test_ROC.png

Plots/Model-2/Y1_Model-2_test_CM.png

Plots/Model-2/Y1_Model-2_test_ROC.png

Plots/Model-2/Y1_Model-2_train_CM.png

Plots/Model-2/Y1_Model-2_train_ROC.png

Plots/Model-2/Y1_Model-2_validation_CM.png

Plots/Model-2/Y1_Model-2_validation_ROC.png

Plots/Model-3/Model-3 Accuracy Training History.png

Plots/Model-3/Model-3 Loss Training History.png

Plots/Model-3/Model-3_test_CM.png

Plots/Model-3/Model-3_test_ROC.png

Plots/Model-3/Model-3_train_CM.png

Plots/Model-3/Model-3_train_ROC.png

Plots/Model-3/Model-3_validation_CM.png

Plots/Model-3/Model-3_validation_ROC.png

Plots/Model-3/Y1 Model-3 Accuracy Training History.png

Plots/Model-3/Y1 Model-3 Loss Training History.png

Plots/Model-3/Y1_Model-3.png

Plots/Model-3/Y1_Model-3_TL_Trainable_Y10_test_CM.png

Plots/Model-3/Y1_Model-3_TL_Trainable_Y10_test_ROC.png

Plots/Model-3/Y1_Model-3_Y10_test_CM.png

Plots/Model-3/Y1_Model-3_Y10_test_ROC.png

Plots/Model-3/Y1_Model-3_test_CM.png

Plots/Model-3/Y1_Model-3_test_ROC.png

Plots/Model-3/Y1_Model-3_train_CM.png

Plots/Model-3/Y1_Model-3_train_ROC.png

Plots/Model-3/Y1_Model-3_validation_CM.png

Plots/Model-3/Y1_Model-3_validation_ROC.png

Plots/Model-3b/Model-3b Accuracy Training History.png

Plots/Model-3b/Model-3b Loss Training History.png

Plots/Model-3b/Model-3b_test_CM.png

Plots/Model-3b/Model-3b_test_ROC.png

Plots/Model-3b/Model-3b_train_CM.png

Plots/Model-3b/Model-3b_train_ROC.png

Plots/Model-3b/Model-3b_validation_CM.png

Plots/Model-3b/Model-3b_validation_ROC.png

...Y1 ResNet18 Dropout Probabilistic TL Nontrainable Accuracy Training History.png

...tic/Y1 ResNet18 Dropout Probabilistic TL Nontrainable Loss Training History.png

...babilistic/Y1 ResNet18 with Dropout Probabilistic Accuracy Training History.png

... Probabilistic/Y1 ResNet18 with Dropout Probabilistic Loss Training History.png

...Probabilistic/Y1_ResNet18_Dropout_Probabilistic_TL_Nontrainable_Y10_test_CM.png

...robabilistic/Y1_ResNet18_Dropout_Probabilistic_TL_Nontrainable_Y10_test_ROC.png

... Probabilistic/Y1_ResNet18_Dropout_Probabilistic_TL_Nontrainable_Y1_test_CM.png

...Probabilistic/Y1_ResNet18_Dropout_Probabilistic_TL_Nontrainable_Y1_test_ROC.png

...ic/Y1_ResNet18_Dropout_Probabilistic_TL_Trainable_Accuracy_Training_History.png

...listic/Y1_ResNet18_Dropout_Probabilistic_TL_Trainable_Loss_Training_History.png

...ut Probabilistic/Y1_ResNet18_Dropout_Probabilistic_TL_Trainable_Y10_test_CM.png

...t Probabilistic/Y1_ResNet18_Dropout_Probabilistic_TL_Trainable_Y10_test_ROC.png

...out Probabilistic/Y1_ResNet18_Dropout_Probabilistic_TL_Trainable_Y1_test_CM.png

...ut Probabilistic/Y1_ResNet18_Dropout_Probabilistic_TL_Trainable_Y1_test_ROC.png

...18 with Dropout Probabilistic/Y1_ResNet18_Dropout_Probabilistic_Y10_test_CM.png

...8 with Dropout Probabilistic/Y1_ResNet18_Dropout_Probabilistic_Y10_test_ROC.png

...t18 with Dropout Probabilistic/Y1_ResNet18_Dropout_Probabilistic_Y1_test_CM.png

...18 with Dropout Probabilistic/Y1_ResNet18_Dropout_Probabilistic_Y1_test_ROC.png

... Dropout/Y1 ResNet18 Dropout HeNormal Initializer Accuracy Training History.png

...with Dropout/Y1 ResNet18 Dropout HeNormal Initializer Loss Training History.png

Plots/ResNet18 with Dropout/Y1 ResNet18 with Dropout Accuracy Training History.png

Plots/ResNet18 with Dropout/Y1 ResNet18 with Dropout Loss Training History.png

...s/ResNet18 with Dropout/Y10 ResNet18 with Dropout Accuracy Training History.png

Plots/ResNet18 with Dropout/Y10 ResNet18 with Dropout Loss Training History.png

...ResNet18 with Dropout Transfer Learning Trainable Accuracy Training History.png

...Y10 ResNet18 with Dropout Transfer Learning Trainable Loss Training History.png

Plots/ResNet18 with Dropout/Y10_ResNet18_Dropout_TL_trainable_Y1_test_CM.png

Plots/ResNet18 with Dropout/Y10_ResNet18_Dropout_TL_trainable_Y1_test_ROC.png

Plots/ResNet18 with Dropout/Y10_ResNet18_Dropout_TL_trainable_test_CM.png

Plots/ResNet18 with Dropout/Y10_ResNet18_Dropout_TL_trainable_test_ROC.png

Plots/ResNet18 with Dropout/Y10_ResNet18_Dropout_Y1_test_CM.png

Plots/ResNet18 with Dropout/Y10_ResNet18_Dropout_Y1_test_ROC.png

Plots/ResNet18 with Dropout/Y10_ResNet18_Dropout_ZPad.png

Plots/ResNet18 with Dropout/Y10_ResNet18_Dropout_test_CM.png

Plots/ResNet18 with Dropout/Y10_ResNet18_Dropout_test_ROC.png

Plots/ResNet18 with Dropout/Y10_ResNet18_Dropout_train_CM.png

Plots/ResNet18 with Dropout/Y10_ResNet18_Dropout_train_ROC.png

Plots/ResNet18 with Dropout/Y10_ResNet18_Dropout_validation_CM.png

Plots/ResNet18 with Dropout/Y10_ResNet18_Dropout_validation_ROC.png

Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout.png

Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout2_test_CM.png

Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout2_test_ROC.png

Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout2_train_CM.png

Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout2_train_ROC.png

Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout2_valid_CM.png

Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout2_validation_ROC.png

Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_Alt_Y10_test_CM.png

Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_Alt_Y10_test_ROC.png

Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_Alt_test_CM.png

Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_Alt_test_ROC.png

Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_Alt_train_CM.png

Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_Alt_train_ROC.png

Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_Alt_validation_CM.png

Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_Alt_validation_ROC.png

Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_HeNormal.png

Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_HeNormal_test_CM.png

Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_HeNormal_test_ROC.png

Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_HeNormal_train_CM.png

Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_HeNormal_train_ROC.png

Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_HeNormal_validation_CM.png

Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_HeNormal_validation_ROC.png

Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_ZPad.png

Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_test_CM.png

Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_test_ROC.png

Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_train_CM.png

Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_train_ROC.png

Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_valid_CM.png

Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_validation_CM.png

Plots/ResNet18 with Dropout/Y1_ResNet18_Dropout_validation_ROC.png

Plots/ResNet18/Y1 ResNet18 Accuracy Training History.png

Plots/ResNet18/Y1 ResNet18 Loss Training History.png

Plots/ResNet18/Y1_ResNet18.png

Plots/ResNet18b/Y10 ResNet18 Accuracy Training History.png

Plots/ResNet18b/Y10 ResNet18 Loss Training History.png

Plots/ResNet18b/Y10_ResNet18_Y1_test_CM.png

Plots/ResNet18b/Y10_ResNet18_Y1_test_ROC.png

Plots/ResNet18b/Y10_ResNet18_test_CM.png

Plots/ResNet18b/Y10_ResNet18_test_ROC.png

Plots/ResNet18b/Y10_ResNet18_train_CM.png

Plots/ResNet18b/Y10_ResNet18_train_ROC.png

Plots/ResNet18b/Y10_ResNet18_valid_CM.png

Plots/ResNet18b/Y10_ResNet18_validation_ROC.png

Plots/ResNet34/Y1 ResNet34 with Dropout Accuracy Training History.png

Plots/ResNet34/Y1 ResNet34 with Dropout Loss Training History.png

Plots/ResNet34/Y1_ResNet34_Dropout.png

Plots/ResNet34/Y1_ResNet34_Dropout_test_CM.png

Plots/ResNet34/Y1_ResNet34_Dropout_test_ROC.png

Plots/ResNet34/Y1_ResNet34_Dropout_train_CM.png

Plots/ResNet34/Y1_ResNet34_Dropout_train_ROC.png

Plots/ResNet34/Y1_ResNet34_Dropout_validation_CM.png

Plots/ResNet34/Y1_ResNet34_Dropout_validation_ROC.png