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UIS project-2 documentation
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‎README.rst‎

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@@ -77,9 +77,9 @@ TensorFlow Installation and Setup the Environment
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:scale: 50 %
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:alt: alternate text
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:align: right
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:target: https://github.com/astorfi/TensorFlow-World/tree/master/docs/tutorials/installation
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:target: docs/tutorials/installation
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.. _TensorFlow Installation: https://github.com/astorfi/TensorFlow-World/tree/master/docs/tutorials/installation
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.. _TensorFlow Installation: docs/tutorials/installation
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In order to install TensorFlow please refer to the following link:
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@@ -191,9 +191,9 @@ Neural Networks
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.. The tutorial in this section is just a simple entrance to TensorFlow world.
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.. _welcomesourcecode: https://github.com/astorfi/TensorFlow-World/tree/master/codes/0-welcome
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.. _Documentationcnnwelcome: https://github.com/astorfi/TensorFlow-World/blob/master/docs/tutorials/0-welcome
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.. _ipythonwelcome: https://github.com/astorfi/TensorFlow-World/blob/master/codes/0-welcome/code/0-welcome.ipynb
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.. _welcomesourcecode: codes/0-welcome
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.. _Documentationcnnwelcome: docs/tutorials/0-welcome
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.. _ipythonwelcome: codes/0-welcome/code/0-welcome.ipynb
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.. ~~~~~~~~~~
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.. These tutorials are related to basics of TensorFlow.
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.. _basicmathsourcecode: https://github.com/astorfi/TensorFlow-World/tree/master/codes/1-basics/basic_math_operations
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.. _Documentationbasicmath: https://github.com/astorfi/TensorFlow-World/blob/master/docs/tutorials/1-basics/basic_math_operations
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.. _ipythonbasicmath: https://github.com/astorfi/TensorFlow-World/blob/master/codes/1-basics/basic_math_operations/code/basic_math_operation.ipynb
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.. _basicmathsourcecode: codes/1-basics/basic_math_operations
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.. _Documentationbasicmath: docs/tutorials/1-basics/basic_math_operations
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.. _ipythonbasicmath: codes/1-basics/basic_math_operations/code/basic_math_operation.ipynb
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.. _ipythonvariabls: https://github.com/astorfi/TensorFlow-World/blob/master/codes/1-basics/variables/code/variables.ipynb
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.. _variablssourcecode: https://github.com/astorfi/TensorFlow-World/blob/master/codes/1-basics/variables/README.rst
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.. _Documentationvariabls: https://github.com/astorfi/TensorFlow-World/blob/master/docs/tutorials/1-basics/variables
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.. _ipythonvariabls: codes/1-basics/variables/code/variables.ipynb
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.. _variablssourcecode: codes/1-basics/variables/README.rst
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.. _Documentationvariabls: docs/tutorials/1-basics/variables
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.. +---+-----------------------------------------------------+-------------------------------------------------+
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.. ~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. We are going to present concepts of basic machine learning models and methods and show how to implement them in Tensorflow.
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.. _Linear Regression: https://github.com/astorfi/TensorFlow-World/tree/master/codes/2-basics_in_machine_learning/linear_regression
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.. _LinearRegressionipython: https://github.com/astorfi/TensorFlow-World/tree/master/codes/2-basics_in_machine_learning/linear_regression/code/linear_regression.ipynb
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.. _Documentationlr: https://github.com/astorfi/TensorFlow-World/blob/master/docs/tutorials/2-basics_in_machine_learning/linear_regression
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.. _Linear Regression: codes/2-basics_in_machine_learning/linear_regression
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.. _LinearRegressionipython: codes/2-basics_in_machine_learning/linear_regression/code/linear_regression.ipynb
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.. _Documentationlr: docs/tutorials/2-basics_in_machine_learning/linear_regression
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.. _Logistic Regression: https://github.com/astorfi/TensorFlow-World/tree/master/codes/2-basics_in_machine_learning/logistic_regression
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.. _LogisticRegressionipython: https://github.com/astorfi/TensorFlow-World/tree/master/codes/2-basics_in_machine_learning/logistic_regression/code/logistic_regression.ipynb
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.. _LogisticRegDOC: https://github.com/astorfi/TensorFlow-World/tree/master/docs/tutorials/2-basics_in_machine_learning/logistic_regression
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.. _Logistic Regression: codes/2-basics_in_machine_learning/logistic_regression
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.. _LogisticRegressionipython: codes/2-basics_in_machine_learning/logistic_regression/code/logistic_regression.ipynb
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.. _LogisticRegDOC: docs/tutorials/2-basics_in_machine_learning/logistic_regression
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.. _Linear SVM: https://github.com/astorfi/TensorFlow-World/tree/master/codes/2-basics_in_machine_learning/linear_svm
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.. _LinearSVMipython: https://github.com/astorfi/TensorFlow-World/tree/master/codes/2-basics_in_machine_learning/linear_svm/code/linear_svm.ipynb
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.. _Linear SVM: codes/2-basics_in_machine_learning/linear_svm
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.. _LinearSVMipython: codes/2-basics_in_machine_learning/linear_svm/code/linear_svm.ipynb
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.. _MultiClass Kernel SVM: https://github.com/astorfi/TensorFlow-World/blob/master/codes/2-basics_in_machine_learning/multiclass_svm
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.. _MultiClassKernelSVMipython: https://github.com/astorfi/TensorFlow-World/blob/master/codes/2-basics_in_machine_learning/multiclass_svm/code/multiclass_svm.ipynb
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.. _MultiClass Kernel SVM: codes/2-basics_in_machine_learning/multiclass_svm
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.. _MultiClassKernelSVMipython: codes/2-basics_in_machine_learning/multiclass_svm/code/multiclass_svm.ipynb
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.. +---+---------------------------------------------+----------------------------------------+
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.. ~~~~~~~~~~~~~~~~~~~
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.. The tutorials in this section are related to neural network architectures.
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.. _Simple Convolutional Neural Networks: https://github.com/astorfi/TensorFlow-World/tree/master/codes/3-neural_networks/convolutional-neural-network
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.. _Documentationcnn: https://github.com/astorfi/TensorFlow-World/blob/master/docs/tutorials/3-neural_network/convolutiona_neural_network
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.. _Simple Convolutional Neural Networks: codes/3-neural_networks/convolutional-neural-network
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.. _Documentationcnn: docs/tutorials/3-neural_network/convolutiona_neural_network
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.. _Simple Multi Layer Perceptron: https://github.com/astorfi/TensorFlow-World/blob/master/codes/3-neural_networks/multi-layer-perceptron
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.. _MultiLayerPerceptronipython: https://github.com/astorfi/TensorFlow-World/blob/master/codes/3-neural_networks/multi-layer-perceptron/code/train_mlp.ipynb
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.. _Simple Multi Layer Perceptron: codes/3-neural_networks/multi-layer-perceptron
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.. _MultiLayerPerceptronipython: codes/3-neural_networks/multi-layer-perceptron/code/train_mlp.ipynb
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.. _udercompleteautoencodercode: https://github.com/astorfi/TensorFlow-World/tree/master/codes/3-neural_networks/undercomplete-autoencoder
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.. _Documentationauto: https://github.com/astorfi/TensorFlow-World/tree/master/docs/tutorials/3-neural_network/autoencoder
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.. _udercompleteautoencodercode: codes/3-neural_networks/undercomplete-autoencoder
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.. _Documentationauto: docs/tutorials/3-neural_network/autoencoder
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.. +---+---------------------------------------------+----------------------------------------+
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.. | # | Source Code | |

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