├── .gitattributes ├── .gitignore ├── Chapter02 └── chapter-2 │ └── codeblock │ ├── cb-anaconda.sh │ ├── cb-mxnet-imperative.py │ ├── cb-mxnet-symbolic.py │ ├── cb-nvidia-docker-check.sh │ ├── cb-nvidia-docker-run.sh │ ├── cb-nvidia-download-docker.sh │ ├── cb-nvidia-install-docker.sh │ ├── cb-nvidia-install.sh │ ├── cb-nvidia-setup-docker.sh │ ├── cb-nvidia-setup.sh │ ├── cb-nvidia-smi.sh │ ├── cb-pip-install.sh │ ├── cb-tf-check.py │ └── ch1-cb11.py ├── Chapter03 └── chapter_03 │ ├── .ipynb_checkpoints │ └── pdp_chapter03_activation_functions-checkpoint.ipynb │ ├── pdp_chapter03_MNIST_cnn.py │ ├── pdp_chapter03_activation_functions.ipynb │ ├── pdp_chapter03_basic_learning.ipynb │ └── pdp_chapter03_construct_the_network.ipynb ├── Chapter04 └── chapter-4 │ └── codeblock │ ├── MNIST-data │ ├── t10k-images-idx3-ubyte.gz │ ├── t10k-labels-idx1-ubyte.gz │ ├── train-images-idx3-ubyte.gz │ └── train-labels-idx1-ubyte.gz │ ├── cb-mnist.py │ └── cb-preprocess.py ├── Chapter05 └── chapter_05 │ ├── data │ └── questions-words.txt │ ├── pdp_chapter05_use_existing_word2vec.py │ └── pdp_chapter05_word2vec.py ├── Chapter06 └── chapter-6 │ └── codeblock │ └── cb-lstm.py ├── Chapter08 └── chapter-8 │ ├── .ipynb_checkpoints │ └── Untitled-checkpoint.ipynb │ └── codeblock │ ├── cb-gym-install.sh │ ├── cb-qnet.py │ └── cb-rl.py ├── LICENSE └── README.md /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Learning-Essentials/HEAD/.gitattributes -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Deep-Learning-Essentials/HEAD/.gitignore -------------------------------------------------------------------------------- /Chapter02/chapter-2/codeblock/cb-anaconda.sh: 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