├── .gitignore ├── README.md ├── Using_VGG_FACE.ipynb ├── lasagne ├── DataAugmentation.ipynb ├── DataAugmentationII.ipynb ├── MinimalLasagneCNN.ipynb ├── MinimalLasagneMLP.ipynb ├── README.md ├── README_DataScience_ToolBox.md ├── README_GPU_AMI.md ├── Test.py ├── create_mnist.py ├── data │ └── .gitignore ├── imgs │ └── lenet.png ├── mnist_4000.pkl.gz └── requirements.txt └── tensorflow ├── Building_Nice_Networks ├── Scoping.ipynb └── tb_scoping.png ├── Control_Flow └── Mandelbrot.ipynb ├── README.md ├── RNN ├── Loading_Frozen_RNN_Model.ipynb ├── README.md ├── lstm_generator_didaktik.py ├── rnn_weights.npy ├── rnn_weights_tf1.npy ├── simple_rnn.ipynb ├── simple_rnn_tf1.ipynb └── zu05056_char_idx.pkl ├── debugging ├── debug_with_python.ipynb ├── debug_with_python.py ├── embedding.ipynb ├── embedding.py ├── embeddings.png ├── print.ipynb ├── print.py └── test_dropout.py ├── dumm.py ├── faces ├── README.md └── vgg_faces.ipynb ├── inception_cifar10 ├── Analyse_CIFAR-10_Classification.ipynb ├── Analyse_CIFAR-10_TSNE.ipynb ├── README.md ├── cifar-10_experiment.py ├── classify_image.py ├── imgs │ ├── cifar_examples.jpg │ ├── cifar_misclassified.jpg │ └── cifar_tSNE.jpg └── model │ └── .gitignore ├── keras └── using_tf_in_keras.ipynb ├── linear_regression ├── 01_LineFit.ipynb ├── 02_Inspecting_the_graph.ipynb ├── 02_Inspecting_the_graph.py ├── 03_checkpointing.ipynb ├── checkpointing.ipynb ├── checkpoints │ ├── checkpoint │ ├── model.ckpt │ └── model.ckpt.meta ├── graph.png ├── persistence_freezing.ipynb ├── persistence_writing_definition.ipynb └── tf_screenshot.png ├── path_to_fc_nets ├── Multinomial Logistic Regression.ipynb ├── README.md ├── challenger.txt ├── fc_MNIST_keras.ipynb ├── fc_MNIST_keras_large.ipynb ├── fc_MNIST_keras_large.py ├── fcn_MNIST.ipynb └── log_reg_challenger.ipynb ├── simple_ops ├── Mandelbrot.ipynb ├── MatrixMultiplication.ipynb ├── PCA_TF.ipynb └── checking cross ent.ipynb ├── stored_models ├── Fine_Tuning_TB.png ├── Finetuning.ipynb ├── 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