├── .gitignore ├── Auto-Encoder-Animate.ipynb ├── Auto-Encoder.ipynb ├── CNN with MNIST.ipynb ├── Caffe Practice 1-1.ipynb ├── Caffe Practice 1-2.ipynb ├── Caffe Practice 1.ipynb ├── Caffe Practice 2.ipynb ├── Caffe Practice 3.ipynb ├── Dockerfile_ttskc ├── Logistic Regression_Python.ipynb ├── NN with Numpy Weight Matrix.ipynb ├── NN with Shared Variables.ipynb ├── README.md ├── RNN-story.ipynb ├── Simple RNN.ipynb ├── TensorFlow.pdf ├── Tensorflow_RL ├── 1000_index_x.txt ├── 1000_index_y.txt ├── Checkpoint │ ├── checkpoint │ ├── mlp-0 │ ├── mlp-0.data-00000-of-00001 │ ├── mlp-0.index │ ├── mlp-0.meta │ ├── mlp-1000 │ ├── mlp-1000.data-00000-of-00001 │ ├── mlp-1000.index │ ├── mlp-1000.meta │ ├── mlp-1500 │ ├── mlp-1500.data-00000-of-00001 │ ├── mlp-1500.index │ ├── mlp-1500.meta │ ├── mlp-2000 │ ├── mlp-2000.data-00000-of-00001 │ ├── mlp-2000.index │ ├── mlp-2000.meta │ ├── mlp-2500 │ ├── mlp-2500.data-00000-of-00001 │ ├── mlp-2500.index │ ├── mlp-2500.meta │ ├── mlp-3000 │ ├── mlp-3000.data-00000-of-00001 │ ├── mlp-3000.index │ ├── mlp-3000.meta │ ├── mlp-3500 │ ├── mlp-3500.data-00000-of-00001 │ ├── mlp-3500.index │ ├── mlp-3500.meta │ ├── mlp-4000 │ ├── mlp-4000.data-00000-of-00001 │ ├── mlp-4000.index │ ├── mlp-4000.meta │ ├── mlp-4500 │ ├── mlp-4500.data-00000-of-00001 │ ├── mlp-4500.index │ ├── mlp-4500.meta │ ├── mlp-500 │ ├── mlp-500.data-00000-of-00001 │ ├── mlp-500.index │ ├── mlp-500.meta │ ├── mlp-5000 │ ├── mlp-5000.data-00000-of-00001 │ ├── mlp-5000.index │ └── mlp-5000.meta ├── MNIST_data │ ├── t10k-images-idx3-ubyte.gz │ ├── t10k-labels-idx1-ubyte.gz │ ├── train-images-idx3-ubyte.gz │ └── train-labels-idx1-ubyte.gz ├── RNN_Homework_Automated_trading.ipynb ├── Reinforcement_Learning_Tutorial.ipynb ├── TensorFlow_Tutorial_MLP_CNN.ipynb ├── TensorFlow_Tutorial_RNN.ipynb ├── dbpedia_data │ └── dbpedia_csv │ │ ├── classes.txt │ │ └── readme.txt ├── images │ ├── Cnn_layer.png │ ├── SimpleRNN01.png │ ├── apache2.0_license.png │ ├── big_cnn.png │ ├── cnn.png │ ├── deeprl.png │ ├── discounted_factor.png │ ├── eth.png │ ├── example.gif │ ├── excel.png │ ├── gridworld2.png │ ├── longterm.png │ ├── mlp.png │ ├── mlp_total.png │ ├── mnist.png │ ├── news.png │ ├── q_learning3.jpg │ ├── q_table.png │ ├── qlearning.png │ ├── rl.png │ ├── rnn.png │ ├── rnn_seq2seq.jpg │ ├── rnn_word.png │ ├── tensorboard_mlp.png │ ├── tf_license.png │ ├── unroll_rnn.png │ └── word_embedding.png ├── rnn_word_embedding_skflowipynb ├── tf_rl │ ├── __init__.py │ ├── controller │ │ ├── __init__.py │ │ ├── discrete_deepq.py │ │ └── human_controller.py │ ├── models.py │ ├── simulate.py │ ├── simulation │ │ ├── __init__.py │ │ └── karpathy_game.py │ └── utils │ │ ├── __init__.py │ │ ├── event_queue.py │ │ ├── geometry.py │ │ ├── getch.py │ │ └── svg.py └── tinyshakespeare.txt ├── Theano Tutorial Basic1.ipynb ├── Theano_deeplearing_tutorial_1.pdf ├── Theano_eskim.pdf ├── Theano_talk160630.pdf ├── example.ipynb ├── examples ├── lady.jpg ├── moheo.jpg └── mom.jpg ├── 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