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parallel-coordinates-plot

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Syntheticalism / DCGAN_Custom_Architecture_Builder_and_Image_Synthesizer

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DCGAN (Deep Convolutional Generative Adversarial Network) custom architecture builder and image synthesizer to specify the architecture of the generator and discriminator, visualize the models, train the GAN, synthesize images, and analyze synthetic imagery losslessly visualized.

visualization generative-adversarial-network gan dcgan parallel-coordinates generative-adversarial-networks deep-convolutional-networks synthetic-data image-synthesis synthetic-dataset-generation deep-convolutional-neural-networks parallel-coordinates-plot deep-convolutional-gan synthetic-image-generation
  • Updated Jan 2, 2025
  • Python

Syntheticalism / ML_Classifier_Comparison_Tool

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Machine Learning classifier comparison GUI application. Choose 21 classifiers, evaluation data (optional for evaluation of synthetic data), hyperparameters, cross-validation splits, and rng seed; tabulates, and visualizes in Parallel Coordinates: best, worst, average, and standard deviation of Accuracy/F1/Recall.

python machine-learning classification parallel-coordinates classifiers machine-learning-classification data-classification tkinter-gui python-gui machine-learning-classifiers python-app parallel-coordinates-plot classification-comparison classifiers-comparison tkinter-python-gui
  • Updated Aug 12, 2025
  • Python

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