├── .gitattributes ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.rst ├── LICENSE ├── README.rst ├── _img ├── 0-welcome │ └── graph-run.png ├── 1-basics │ ├── basic_math_operations │ │ └── graph-run.png │ └── readme.rst ├── 2-basics_in_machine_learning │ └── linear_regression │ │ └── updating_model.gif ├── 3-neural_network │ ├── convolutiona_neural_network │ │ ├── accuracy_train.png │ │ ├── activation_fc4_train.png │ │ ├── architecture.png │ │ ├── classifier_image.png │ │ ├── convlayer.png │ │ ├── graph.png │ │ ├── histogram_fc4_train.png │ │ ├── loss_accuracy_train.png │ │ ├── loss_train.png │ │ ├── terminal_training.png │ │ └── test_accuracy.png │ └── multi-layer-perceptron │ │ └── neural-network.png └── mainpage │ ├── CNNs.png │ ├── TensorFlow_World.gif │ ├── Tensor_GIF.gif │ ├── Tensor_GIF_ff.gif │ ├── basicmodels.gif │ ├── basicmodels.png │ ├── basics-old.png │ ├── basics.gif │ ├── installation-logo.gif │ ├── installation.gif │ ├── welcome.gif │ └── welcome.png ├── codes ├── ipython │ ├── 0-welcome │ │ ├── README.rst │ │ └── code │ │ │ └── 0-welcome.ipynb │ ├── 1-basics │ │ ├── basic_math_operations │ │ │ ├── README.rst │ │ │ └── code │ │ │ │ └── basic_math_operation.ipynb │ │ ├── readme.rst │ │ └── variables │ │ │ ├── README.rst │ │ │ └── code │ │ │ └── variables.ipynb │ ├── 2-basics_in_machine_learning │ │ ├── linear_regression │ │ │ ├── README.rst │ │ │ ├── code │ │ │ │ └── linear_regression.ipynb │ │ │ └── updating_model.gif │ │ ├── linear_svm │ │ │ ├── README.rst │ │ │ └── code │ │ │ │ └── linear_svm.ipynb │ │ ├── logistic_regression │ │ │ ├── README.rst │ │ │ └── code │ │ │ │ └── logistic_regression.ipynb │ │ └── multiclass_svm │ │ │ ├── README.rst │ │ │ └── code │ │ │ └── multiclass_svm.ipynb │ └── 3-neural_networks │ │ ├── convolutional-neural-network │ │ ├── code │ │ │ ├── __init__.py │ │ │ ├── auxiliary │ │ │ │ ├── __init__.py │ │ │ │ ├── progress_bar.py │ │ │ │ └── progress_bar.py~ │ │ │ ├── evaluation.sh │ │ │ ├── input_function │ │ │ │ ├── __init__.py │ │ │ │ └── input.py │ │ │ ├── net_structure │ │ │ │ ├── __init__.py │ │ │ │ └── net.py │ │ │ ├── script │ │ │ │ ├── evaluation.sh │ │ │ │ └── train.sh │ │ │ ├── test_classifier.py │ │ │ ├── train.sh │ │ │ ├── train_classifier.py │ │ │ └── train_evaluation.py │ │ ├── readme.rst │ │ ├── readme.rst~ │ │ └── requirements.txt │ │ ├── multi-layer-perceptron │ │ ├── code │ │ │ ├── evaluation.sh │ │ │ ├── test_classifier.py │ │ │ ├── train.sh │ │ │ ├── train_mlp.ipynb │ │ │ └── train_mlp.py │ │ ├── readme.rst │ │ └── requirements.txt │ │ ├── readme.md │ │ └── recurrent-neural-networks │ │ ├── README.rst │ │ └── code │ │ ├── MNIST_data │ │ ├── t10k-images-idx3-ubyte.gz │ │ ├── t10k-labels-idx1-ubyte.gz │ │ ├── train-images-idx3-ubyte.gz │ │ └── train-labels-idx1-ubyte.gz │ │ └── rnn.ipynb └── python │ ├── 0-welcome │ ├── README.rst │ └── code │ │ ├── 0-welcome.py │ │ └── TensorFlow_Test.py │ ├── 1-basics │ ├── basic_math_operations │ │ ├── README.rst │ │ └── code │ │ │ └── basic_math_operation.py │ ├── readme.rst │ └── variables │ │ ├── README.rst │ │ └── code │ │ └── variables.py │ ├── 2-basics_in_machine_learning │ ├── linear_regression │ │ ├── README.rst │ │ ├── code │ │ │ └── linear_regression.py │ │ └── updating_model.gif │ ├── linear_svm │ │ ├── README.rst │ │ └── code │ │ │ └── linear_svm.py │ ├── logistic_regression │ │ ├── README.rst │ │ └── code │ │ │ └── logistic_regression.py │ └── multiclass_svm │ │ ├── README.rst │ │ └── code │ │ └── multiclass_svm.py │ └── 3-neural_networks │ ├── convolutional-neural-network │ ├── code │ │ ├── __init__.py │ │ ├── auxiliary │ │ │ ├── __init__.py │ │ │ ├── progress_bar.py │ │ │ └── progress_bar.py~ │ │ ├── evaluation.sh │ │ ├── input_function │ │ │ ├── __init__.py │ │ │ └── input.py │ │ ├── net_structure │ │ │ ├── __init__.py │ │ │ └── net.py │ │ ├── script │ │ │ ├── evaluation.sh │ │ │ └── train.sh │ │ ├── test_classifier.py │ │ ├── train.sh │ │ ├── train_classifier.py │ │ └── train_evaluation.py │ ├── readme.rst │ └── requirements.txt │ ├── multi-layer-perceptron │ ├── code │ │ ├── evaluation.sh │ │ ├── test_classifier.py │ │ ├── train.sh │ │ ├── train_mlp.ipynb │ │ └── train_mlp.py │ ├── readme.rst │ └── requirements.txt │ ├── readme.md │ └── recurrent-neural-networks │ ├── README.rst │ └── code │ ├── MNIST_data │ ├── t10k-images-idx3-ubyte.gz │ ├── t10k-labels-idx1-ubyte.gz │ ├── train-images-idx3-ubyte.gz │ └── train-labels-idx1-ubyte.gz │ └── rnn.py ├── docs ├── Makefile ├── README.rst ├── _img │ ├── 0-welcome │ │ └── graph-run.png │ ├── 1-basics │ │ ├── basic_math_operations │ │ │ └── graph-run.png │ │ └── readme.rst │ ├── 2-basics_in_machine_learning │ │ └── linear_regression │ │ │ └── updating_model.gif │ ├── 3-neural_network │ │ ├── autoencoder │ │ │ ├── README.rst │ │ │ └── ae.png │ │ ├── convolutiona_neural_network │ │ │ ├── accuracy_train.png │ │ │ ├── activation_fc4_train.png │ │ │ ├── architecture.png │ │ │ ├── classifier_image.png │ │ │ ├── convlayer.png │ │ │ ├── graph.png │ │ │ ├── histogram_fc4_train.png │ │ │ ├── loss_accuracy_train.png │ │ │ ├── loss_train.png │ │ │ ├── terminal_training.png │ │ │ └── test_accuracy.png │ │ └── multi-layer-perceptron │ │ │ └── neural-network.png │ └── mainpage │ │ ├── TensorFlow_World.gif │ │ ├── Tensor_GIF.gif │ │ ├── Tensor_GIF_ff.gif │ │ └── installation.gif ├── conf.py ├── index.rst ├── make.bat └── tutorials │ ├── 0-welcome │ └── README.rst │ ├── 1-basics │ ├── basic_math_operations │ │ └── README.rst │ ├── readme.rst │ └── variables │ │ └── README.rst │ ├── 2-basics_in_machine_learning │ ├── linear_regression │ │ └── README.rst │ └── logistic_regression │ │ └── README.rst │ ├── 3-neural_network │ ├── autoencoder │ │ └── README.rst │ └── convolutiona_neural_network │ │ └── README.rst │ └── installation │ └── README.rst ├── requirements.txt └── welcome.py /.gitattributes: -------------------------------------------------------------------------------- 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