├── .gitignore ├── 1. Basic Concepts.ipynb ├── 10. Convolutional Neural Networks II.ipynb ├── 11_Non supervised learning I .ipynb ├── 12. Non supervised learning II.ipynb ├── 13. Reinforcement learning.ipynb ├── 14. Uncertainty_and_Probabilistic_Layers.ipynb ├── 2. Automatic Differentiation.ipynb ├── 3-Tensorflow programming model (Solution).ipynb ├── 3_Tensorflow_programming_model.ipynb ├── 4. Tensorflow first learning models.ipynb ├── 5. Keras.ipynb ├── 6. Recurrent Neural Networks I.ipynb ├── 7. Recurrent Neural Networks II.ipynb ├── 8. Embeddings.ipynb ├── 9. Convolutional Neural Networks.ipynb ├── Assignment 1. Pixel regression.ipynb ├── Assignment 2. Ethics and Sentiment Classification.ipynb ├── Assignment 3. Facial Point Recognition.ipynb ├── Chollet-advanced-usage-of-recurrent-neural-networks.ipynb ├── DeepLearningMasterIntro20192020.pdf ├── Dockerfile ├── LICENSE.txt ├── README.md ├── Uncertainty_and_Probabilistic_Layers.ipynb ├── data ├── Advertising.csv ├── NombresMujerBarcelona.txt ├── adult.data ├── adult.test ├── cat.txt ├── household_power_consumption.zip ├── iris_test.csv ├── iris_training.csv ├── jena_climate_2009_2016.csv.zip ├── monalisa.jpg ├── monalisa.png ├── negative-words.txt ├── otto.zip ├── positive-words.txt ├── t10k-images-idx3-ubyte.gz ├── t10k-labels-idx1-ubyte.gz ├── toponims.txt ├── train-images-idx3-ubyte.gz ├── train-labels-idx1-ubyte.gz ├── train_titanic.csv ├── vocab.txt ├── wiki106.txt.zip └── wordVectors.txt.zip ├── deeplearninginside2.png ├── images ├── FVMNLN.png ├── FVSBN.png ├── NADE.png ├── README.md ├── TanhReal.gif ├── alexnet.png ├── autoencoder.jpg ├── back.png ├── conv.png ├── conv1.png ├── conv2.png ├── deeplearninginside2.png ├── deepq1.png ├── deepq2.png ├── denoised_digits.png ├── densenet.png ├── dgan.png ├── dgan2.png ├── dgan3.png ├── dropout.png ├── exploding.png ├── fasterrcnn.png ├── fastrcnn.png ├── fastrcnn2.png ├── fword2vec-sg.png ├── g1.gif ├── g2.gif ├── gan1.png ├── googlenet.png ├── googlenet2.png ├── gru.png ├── inception.png ├── kar.png ├── loss_functions.png ├── lstm.png ├── maxpool.jpeg ├── merge.png ├── minibatch.png ├── mnistExamples.png ├── multi.png ├── par2vec.png ├── pipeline1.png ├── pipeline2.png ├── pixelrcnn.png ├── pong.jpg ├── rcnn.png ├── res1.png ├── resnet.png ├── result.png ├── ridge2.png ├── seq2seq.png ├── siamese1.png ├── siameseresult.png ├── slot.jpg ├── spectrogram.png ├── split.png ├── steeper.png ├── subsampling.png ├── t1.png ├── t10.png ├── t12.png ├── t2.png ├── t3.png ├── t4.png ├── t5.png ├── t6.png ├── t7.png ├── t8.png ├── t9.png ├── tf-gru.png ├── tf-lstm.png ├── ub.png ├── unrolling.png ├── vae1.png ├── vae2.png ├── vae3.png ├── vae4.png ├── vae5.png ├── vae6.png ├── vae7.png ├── vae_sampling.png ├── vanilla.png ├── vgg16.png ├── w2v1.png ├── weights.jpeg ├── word2vec-cbow.png └── zfnet.png └── requirements.txt /.gitignore: -------------------------------------------------------------------------------- 1 | *.pyc 2 | -------------------------------------------------------------------------------- /1. 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