├── .gitignore ├── LICENSE.txt ├── README.md ├── autoencoder_keras ├── finance_autoencoder.ipynb ├── mnist_autoencoder.ipynb ├── mnist_conv_autoencoder.ipynb ├── mnist_pca_autoencoder.ipynb ├── mnist_vae.ipynb ├── mnist_vae_mixture.ipynb ├── natural_images_autoencoder.ipynb ├── nonlinear2d_vae.ipynb └── vae_theory_mardown_only.ipynb ├── data └── .gitkeep ├── dogsandcats_keras ├── README.md ├── dogsandcats.ipynb ├── dogsandcats_v2.ipynb ├── dogsandcats_v3.ipynb ├── dogsandcats_v4.ipynb ├── dogsandcats_v5.ipynb ├── gpu_check.py ├── utils.py ├── vgg16.py └── vgg16bn.py ├── image_style_transfer ├── ak.png └── image_style_transfer.ipynb ├── insurance_scikit ├── metrics.py └── prudential.ipynb ├── timeserie ├── timeserie.ipynb ├── timeserie2.ipynb ├── timeserie_garch.ipynb └── utils_modified.py ├── vgg_faces_keras ├── Aamir_Khan.jpg ├── README.md ├── ak.png ├── haarcascade_frontalface_default.xml └── vgg_faces_demo.ipynb └── vgg_segmentation_keras ├── README.md ├── drawio_diagrams ├── 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