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1. adversarial-defense-cnn-poc adversarial-defense-cnn-poc Public

   A classical or convolutional neural network model with adversarial defense protection

   Jupyter Notebook 2 3

2. adversarial-defense-hnn-poc adversarial-defense-hnn-poc Public

   A classical-quantum or hybrid neural network with adversarial defense protection

   Jupyter Notebook 2

3. exploratory_data_analysis_poc exploratory_data_analysis_poc Public

   A demonstration of exploartory data analysis with hypothesis testing.

   Jupyter Notebook

4. ml_portfolio_poc ml_portfolio_poc Public

   A portfolio of machine learning algorithms that are essential and commonly used.

   Jupyter Notebook 1

5. quantum-circuits-poc quantum-circuits-poc Public

   Quantum image classification using quantum circuits and variational classifiers on a MNIST dataset.

   Jupyter Notebook 8 2

6. gan_mc_sim_anomaly_detect_image_poc gan_mc_sim_anomaly_detect_image_poc Public

   GAN and Monte Carlo simulation provides a powerful approach for identifying anomalies in complex datasets.

   Jupyter Notebook 1