├── .gitignore ├── DLND-face-generation ├── dlnd_face_generation.ipynb ├── helper.py └── problem_unittests.py ├── DLND-image-classification ├── dlnd_image_classification.ipynb ├── helper.py └── problem_unittests.py ├── DLND-language-translation ├── data │ ├── small_vocab_en │ └── small_vocab_fr ├── dlnd_language_translation.ipynb ├── helper.py └── problem_unittests.py ├── DLND-tv-script-generation ├── data │ └── simpsons │ │ └── moes_tavern_lines.txt ├── dlnd_tv_script_generation.ipynb ├── helper.py ├── preprocess.p ├── problem_unittests.py └── requirements.txt ├── DLND-your-first-network ├── Bike-Sharing-Dataset │ ├── Readme.txt │ ├── day.csv │ └── hour.csv └── dlnd-your-first-neural-network.ipynb ├── LICENSE ├── README.md ├── lectures ├── backpropagation.py ├── bag_of_words.py ├── data.csv ├── deep_neural_network │ ├── dropout.py │ ├── finetuning.ipynb │ └── save_restore_tensorflow_models.ipynb ├── implementing_backpropagation │ ├── backpropagation.py │ ├── binary.csv │ └── data_prep.py ├── implementing_gradient_descent │ ├── binary.csv │ ├── data_prep.py │ └── gradient.py ├── intro_to_tensorflow │ ├── image │ │ ├── Learn Rate Tune - Image.png │ │ ├── Mean Variance - Image.png │ │ ├── network_diagram.png │ │ └── notmnist.png │ ├── intro_to_tensorflow.ipynb │ ├── mini_batch.py │ └── sandbox.py ├── miniflow │ ├── miniflow.py │ └── nn.py ├── multilayer_perceptrons.py ├── simple_gradient_descent.py ├── single_linear_regression.py └── single_neuron_nn.py ├── mnist └── Handwritten Digit Recognition with TFLearn.ipynb └── sentiment-analysis ├── Sentiment Analysis with TFLearn.ipynb ├── labels.txt └── reviews.txt /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Kulbear/deep-learning-nano-foundation/HEAD/.gitignore -------------------------------------------------------------------------------- /DLND-face-generation/dlnd_face_generation.ipynb: 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