├── .gitignore ├── .gitmodules ├── IMDB-keras ├── IMDB_In_Keras.ipynb └── IMDB_In_Keras_Solutions.ipynb ├── LICENSE ├── README.md ├── autoencoder ├── .gitignore ├── Convolutional_Autoencoder.ipynb ├── Convolutional_Autoencoder_Solution.ipynb ├── Simple_Autoencoder.ipynb ├── Simple_Autoencoder_Solution.ipynb └── assets │ ├── autoencoder_1.png │ ├── compressed.png │ ├── convolutional_autoencoder.png │ ├── denoising.png │ ├── mnist_examples.png │ └── simple_autoencoder.png ├── batch-norm ├── Batch_Normalization_Exercises.ipynb ├── Batch_Normalization_Lesson.ipynb └── Batch_Normalization_Solutions.ipynb ├── dcgan-svhn ├── 1511.06434.pdf ├── DCGAN.ipynb ├── DCGAN_Exercises.ipynb ├── assets │ ├── 32x32eg.png │ ├── SVHN_examples.png │ ├── dcgan.png │ └── svhn_gan.png ├── checkpoints │ └── .gitignore └── data │ └── .gitignore ├── embeddings ├── .gitignore ├── Skip-Gram_word2vec.ipynb ├── Skip-Grams-Solution.ipynb ├── assets │ ├── lookup_matrix.png │ ├── matrix_mult_w_one_hot.png │ ├── one_hot_encoding.png │ ├── skip_gram_net_arch.png │ ├── tokenize_lookup.png │ ├── word2vec_architectures.png │ └── word2vec_weight_matrix_lookup_table.png ├── requirements.txt └── utils.py ├── environments ├── dl_env_linux.yml ├── dl_env_linux_gpu.yml ├── dl_env_mac.yml └── dl_env_mac_gpu.yml ├── face_generation ├── dlnd_face_generation.ipynb ├── floyd_requirements.txt ├── helper.py └── problem_unittests.py ├── first-neural-network ├── .udacity-pa │ └── projects.py ├── Bike-Sharing-Dataset │ ├── Readme.txt │ ├── day.csv │ └── hour.csv ├── Your_first_neural_network.ipynb ├── assets │ └── neural_network.png ├── my_answers.py └── requirements.txt ├── gan_mnist ├── .gitignore ├── Intro_to_GANs_Exercises.ipynb ├── Intro_to_GANs_Solution.ipynb ├── assets │ ├── gan_diagram.png │ └── gan_network.png └── checkpoints │ └── .gitignore ├── gradient-descent ├── GradientDescent.ipynb ├── GradientDescentSolutions.ipynb └── data.csv ├── image-classification ├── .floydignore ├── README.md ├── dlnd_image_classification.ipynb ├── floyd_requirements.txt ├── helper.py └── problem_unittests.py ├── intro-to-rnns ├── Anna_KaRNNa.ipynb ├── Anna_KaRNNa_Solution.ipynb ├── anna.txt ├── assets │ ├── charRNN.png │ ├── charRNN@0.5x.png │ ├── charseq.jpeg │ ├── sequence_batching.png │ └── sequence_batching@1x.png ├── checkpoints │ └── .gitignore └── requirements.txt ├── intro-to-tensorflow ├── environment.yml ├── environment_win.yml ├── image │ ├── Learn_Rate_Tune_Image.png │ ├── Mean_Variance_Image.png │ ├── network_diagram.png │ └── notmnist.png ├── intro_to_tensorflow.ipynb ├── intro_to_tensorflow_solution.ipynb └── requirements.txt ├── intro-to-tflearn ├── TFLearn_Digit_Recognition.ipynb ├── TFLearn_Digit_Recognition_Solution.ipynb ├── TFLearn_Sentiment_Analysis.ipynb ├── TFLearn_Sentiment_Analysis_Solution.ipynb ├── labels.txt ├── requirements.txt └── reviews.txt ├── language-translation ├── checkpoints │ └── .gitignore ├── data │ ├── small_vocab_en │ └── small_vocab_fr ├── dlnd_language_translation.ipynb ├── helper.py └── problem_unittests.py ├── linear-regression ├── Regression.ipynb ├── RegressionSolutions.ipynb └── bmi_and_life_expectancy.csv ├── reinforcement ├── Q-learning-cart.ipynb ├── assets │ ├── atari-network.png │ ├── cart-pole.jpg │ ├── deep-q-learning.png │ ├── dqn-atari.pdf │ └── q-network.png ├── checkpoints │ └── .gitignore └── nature14236.pdf ├── semi-supervised ├── semi-supervised_learning_2.ipynb └── semi-supervised_learning_2_solution.ipynb ├── sentiment-network ├── Sentiment_Classification_Projects.ipynb ├── Sentiment_Classification_Solutions.ipynb ├── labels.txt ├── requirements.txt ├── reviews.txt ├── sentiment_network.png ├── sentiment_network_2.png ├── sentiment_network_pos.png ├── sentiment_network_sparse.png └── sentiment_network_sparse_2.png ├── sentiment-rnn ├── Sentiment_RNN.ipynb ├── Sentiment_RNN_Solution.ipynb ├── assets │ └── network_diagram.png ├── checkpoints │ └── .gitignore └── requirements.txt ├── seq2seq ├── data │ ├── letters_source.txt │ └── letters_target.txt ├── helper.py ├── images │ ├── Project 4 Copy.jpg │ ├── embed_sequence.png │ ├── embeddings.png │ ├── encoder.png │ ├── logits.png │ ├── sequence-to-sequence-inference-decoder.png │ ├── sequence-to-sequence-training-decoder.png │ ├── sequence-to-sequence.jpg │ ├── source_and_target_arrays.png │ ├── source_batch.png │ ├── strided_slice_1.png │ ├── target_batch.png │ ├── targets_1.png │ ├── targets_add_go.png │ └── targets_after_processing_1.png └── sequence_to_sequence_implementation.ipynb ├── student-admissions-keras ├── StudentAdmissionsKeras.ipynb └── student_data.csv ├── student-admissions ├── StudentAdmissions.ipynb ├── StudentAdmissionsSolutions.ipynb └── student_data.csv ├── tensorboard ├── .gitignore ├── Anna_KaRNNa.ipynb ├── Anna_KaRNNa_Hyperparameters.ipynb ├── Anna_KaRNNa_Name_Scoped.ipynb ├── Anna_KaRNNa_Summaries.ipynb ├── anna.txt ├── assets │ └── charseq.jpeg ├── requirements.txt └── utils.py ├── transfer-learning ├── .gitignore ├── Transfer_Learning.ipynb ├── Transfer_Learning_Solution.ipynb ├── assets │ ├── cnnarchitecture.jpg │ └── vgg16.png ├── checkpoints │ └── .gitignore ├── floyd_requirements.txt ├── requirements.txt └── tensorflow_vgg │ ├── .gitignore │ ├── README.md │ ├── __init__.py │ ├── synset.txt │ ├── test_data │ ├── puzzle.jpeg │ └── tiger.jpeg │ ├── test_vgg16.py │ ├── test_vgg19.py │ ├── test_vgg19_trainable.py │ ├── utils.py │ ├── vgg16.py │ ├── vgg19.py │ └── vgg19_trainable.py ├── tv-script-generation ├── data │ └── simpsons │ │ └── moes_tavern_lines.txt ├── dlnd_tv_script_generation.ipynb ├── helper.py ├── problem_unittests.py └── requirements.txt └── weight-initialization ├── .gitignore ├── helper.py ├── images └── neural_network.png ├── requirements.txt └── weight_initialization.ipynb /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vivanks/deep-learning/HEAD/.gitignore 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