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Title: GitHub - apcode/tensorflow_cookbook: Code for Tensorflow Machine Learning Cookbook

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Description: Code for Tensorflow Machine Learning Cookbook. Contribute to apcode/tensorflow_cookbook development by creating an account on GitHub.

Open Graph Description: Code for Tensorflow Machine Learning Cookbook. Contribute to apcode/tensorflow_cookbook development by creating an account on GitHub.

X Description: Code for Tensorflow Machine Learning Cookbook. Contribute to apcode/tensorflow_cookbook development by creating an account on GitHub.

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01_Introduction	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/tree/master/01_Introduction
01_Introduction	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/tree/master/01_Introduction
02_TensorFlow_Way	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/tree/master/02_TensorFlow_Way
02_TensorFlow_Way	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/tree/master/02_TensorFlow_Way
03_Linear_Regression	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/tree/master/03_Linear_Regression
03_Linear_Regression	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/tree/master/03_Linear_Regression
04_Support_Vector_Machines	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/tree/master/04_Support_Vector_Machines
04_Support_Vector_Machines	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/tree/master/04_Support_Vector_Machines
05_Nearest_Neighbor_Methods	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/tree/master/05_Nearest_Neighbor_Methods
05_Nearest_Neighbor_Methods	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/tree/master/05_Nearest_Neighbor_Methods
06_Neural_Networks	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/tree/master/06_Neural_Networks
06_Neural_Networks	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/tree/master/06_Neural_Networks
07_Natural_Language_Processing	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/tree/master/07_Natural_Language_Processing
07_Natural_Language_Processing	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/tree/master/07_Natural_Language_Processing
08_Convolutional_Neural_Networks	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/tree/master/08_Convolutional_Neural_Networks
08_Convolutional_Neural_Networks	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/tree/master/08_Convolutional_Neural_Networks
09_Recurrent_Neural_Networks	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/tree/master/09_Recurrent_Neural_Networks
09_Recurrent_Neural_Networks	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/tree/master/09_Recurrent_Neural_Networks
10_Taking_TensorFlow_to_Production	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/tree/master/10_Taking_TensorFlow_to_Production
10_Taking_TensorFlow_to_Production	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/tree/master/10_Taking_TensorFlow_to_Production
11_More_with_TensorFlow	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/tree/master/11_More_with_TensorFlow
11_More_with_TensorFlow	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/tree/master/11_More_with_TensorFlow
images	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/tree/master/images
images	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/tree/master/images
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LICENSE	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/LICENSE
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readme.md	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/readme.md
readme.md	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/readme.md
requirements.txt	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/requirements.txt
requirements.txt	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/requirements.txt
test_script.py	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/test_script.py
test_script.py	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/test_script.py
README	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook
MIT license	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook
	https://github.com/nfmcclure/tensorflow_cookbook/raw/master/images/book_covers.jpg
TensorFlow Machine Learning Cookbook	https://www.packtpub.com/big-data-and-business-intelligence/tensorflow-machine-learning-cookbook
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook#tensorflow-machine-learning-cookbook
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook#code-is-slowly-becoming-tensorflow-v101-compliant
A Packt Publishing Book	https://www.packtpub.com/big-data-and-business-intelligence/tensorflow-machine-learning-cookbook
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook#a-packt-publishing-book
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook#by-nick-mcclure
	https://travis-ci.org/nfmcclure/tensorflow_cookbook
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook#table-of-contents
Ch 1: Getting Started with TensorFlow	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook#ch-1-getting-started-with-tensorflow
Ch 2: The TensorFlow Way	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook#ch-2-the-tensorflow-way
Ch 3: Linear Regression	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook#ch-3-linear-regression
Ch 4: Support Vector Machines	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook#ch-4-support-vector-machines
Ch 5: Nearest Neighbor Methods	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook#ch-5-nearest-neighbor-methods
Ch 6: Neural Networks	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook#ch-6-neural-networks
Ch 7: Natural Language Processing	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook#ch-7-natural-language-processing
Ch 8: Convolutional Neural Networks	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook#ch-8-convolutional-neural-networks
Ch 9: Recurrent Neural Networks	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook#ch-9-recurrent-neural-networks
Ch 10: Taking TensorFlow to Production	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook#ch-10-taking-tensorflow-to-production
Ch 11: More with TensorFlow	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook#ch-11-more-with-tensorflow
Ch 1: Getting Started with TensorFlow	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/01_Introduction#ch-1-getting-started-with-tensorflow
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook#ch-1-getting-started-with-tensorflow
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/01_Introduction/01_How_TensorFlow_Works#introduction-to-how-tensorflow-graphs-work
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/01_Introduction/02_Creating_and_Using_Tensors#creating-and-using-tensors
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/01_Introduction/03_Using_Variables_and_Placeholders#variables-and-placeholders
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/01_Introduction/06_Implementing_Activation_Functions#activation-functions
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/01_Introduction/06_Implementing_Activation_Functions#activation-functions
General Outline of TF Algorithms	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/01_Introduction/01_How_TensorFlow_Works#introduction-to-how-tensorflow-graphs-work
Creating and Using Tensors	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/01_Introduction/02_Creating_and_Using_Tensors#creating-and-using-tensors
Using Variables and Placeholders	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/01_Introduction/03_Using_Variables_and_Placeholders#variables-and-placeholders
Working with Matrices	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/01_Introduction/04_Working_with_Matrices#working-with-matrices
Declaring Operations	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/01_Introduction/05_Declaring_Operations#declaring-operations
Implementing Activation Functions	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/01_Introduction/06_Implementing_Activation_Functions#activation-functions
Working with Data Sources	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/01_Introduction/07_Working_with_Data_Sources#data-source-information
Additional Resources	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/01_Introduction/08_Additional_Resources#additional-resources
Ch 2: The TensorFlow Way	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/02_TensorFlow_Way#ch-2-the-tensorflow-way
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook#ch-2-the-tensorflow-way
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/02_TensorFlow_Way/01_Operations_as_a_Computational_Graph#operations-as-a-computational-graph
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/02_TensorFlow_Way/02_Layering_Nested_Operations#multiple-operations-on-a-computational-graph
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/02_TensorFlow_Way/03_Working_with_Multiple_Layers#working-with-multiple-layers
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/02_TensorFlow_Way/04_Implementing_Loss_Functions#implementing-loss-functions
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/02_TensorFlow_Way/05_Implementing_Back_Propagation#implementing-back-propagation
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/02_TensorFlow_Way/06_Working_with_Batch_and_Stochastic_Training#working-with-batch-and-stochastic-training
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/02_TensorFlow_Way/07_Combining_Everything_Together#combining-everything-together
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/02_TensorFlow_Way/08_Evaluating_Models#evaluating-models
One Operation as a Computational Graph	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/02_TensorFlow_Way/01_Operations_as_a_Computational_Graph#operations-as-a-computational-graph
Layering Nested Operations	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/02_TensorFlow_Way/02_Layering_Nested_Operations#multiple-operations-on-a-computational-graph
Working with Multiple Layers	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/02_TensorFlow_Way/03_Working_with_Multiple_Layers#working-with-multiple-layers
Implementing Loss Functions	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/02_TensorFlow_Way/04_Implementing_Loss_Functions#implementing-loss-functions
Implementing Back Propagation	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/02_TensorFlow_Way/05_Implementing_Back_Propagation#implementing-back-propagation
Working with Stochastic and Batch Training	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/02_TensorFlow_Way/06_Working_with_Batch_and_Stochastic_Training#working-with-batch-and-stochastic-training
Combining Everything Together	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/02_TensorFlow_Way/07_Combining_Everything_Together#combining-everything-together
Evaluating Models	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/02_TensorFlow_Way/08_Evaluating_Models#evaluating-models
Ch 3: Linear Regression	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/03_Linear_Regression#ch-3-linear-regression
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook#ch-3-linear-regression
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/03_Linear_Regression/01_Using_the_Matrix_Inverse_Method#using-the-matrix-inverse-method
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/03_Linear_Regression/02_Implementing_a_Decomposition_Method#using-the-cholesky-decomposition-method
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/03_Linear_Regression/03_TensorFlow_Way_of_Linear_Regression#learning-the-tensorflow-way-of-regression
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/03_Linear_Regression/04_Loss_Functions_in_Linear_Regressions#loss-functions-in-linear-regression
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/03_Linear_Regression/05_Implementing_Deming_Regression#implementing-deming-regression
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/03_Linear_Regression/06_Implementing_Lasso_and_Ridge_Regression#implementing-lasso-and-ridge-regression
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/03_Linear_Regression/07_Implementing_Elasticnet_Regression#implementing-elasticnet-regression
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/03_Linear_Regression/08_Implementing_Logistic_Regression#implementing-logistic-regression
Using the Matrix Inverse Method	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/03_Linear_Regression/01_Using_the_Matrix_Inverse_Method#using-the-matrix-inverse-method
Implementing a Decomposition Method	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/03_Linear_Regression/02_Implementing_a_Decomposition_Method#using-the-cholesky-decomposition-method
Learning the TensorFlow Way of Linear Regression	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/03_Linear_Regression/03_TensorFlow_Way_of_Linear_Regression#learning-the-tensorflow-way-of-regression
Understanding Loss Functions in Linear Regression	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/03_Linear_Regression/04_Loss_Functions_in_Linear_Regressions#loss-functions-in-linear-regression
Implementing Deming Regression (Total Regression)	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/03_Linear_Regression/05_Implementing_Deming_Regression#implementing-deming-regression
Implementing Lasso and Ridge Regression	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/03_Linear_Regression/06_Implementing_Lasso_and_Ridge_Regression#implementing-lasso-and-ridge-regression
Implementing Elastic Net Regression	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/03_Linear_Regression/07_Implementing_Elasticnet_Regression#implementing-elasticnet-regression
Implementing Logistic Regression	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/03_Linear_Regression/08_Implementing_Logistic_Regression#implementing-logistic-regression
Ch 4: Support Vector Machines	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/04_Support_Vector_Machines#ch-4-support-vector-machines
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook#ch-4-support-vector-machines
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/04_Support_Vector_Machines/01_Introduction#support-vector-machine-introduction
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/04_Support_Vector_Machines/02_Working_with_Linear_SVMs#working-with-linear-svms
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/04_Support_Vector_Machines/03_Reduction_to_Linear_Regression#svm-reduction-to-linear-regression
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/04_Support_Vector_Machines/04_Working_with_Kernels#working-with-kernels
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/04_Support_Vector_Machines/05_Implementing_Nonlinear_SVMs#implementing-nonlinear-svms
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/04_Support_Vector_Machines/06_Implementing_Multiclass_SVMs#implementing-multiclass-svms
Introduction	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/04_Support_Vector_Machines/01_Introduction#support-vector-machine-introduction
Working with Linear SVMs	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/04_Support_Vector_Machines/02_Working_with_Linear_SVMs#working-with-linear-svms
Reduction to Linear Regression	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/04_Support_Vector_Machines/03_Reduction_to_Linear_Regression#svm-reduction-to-linear-regression
Working with Kernels in TensorFlow	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/04_Support_Vector_Machines/04_Working_with_Kernels#working-with-kernels
Implementing Non-Linear SVMs	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/04_Support_Vector_Machines/05_Implementing_Nonlinear_SVMs#implementing-nonlinear-svms
Implementing Multi-class SVMs	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/04_Support_Vector_Machines/06_Implementing_Multiclass_SVMs#implementing-multiclass-svms
Ch 5: Nearest Neighbor Methods	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/05_Nearest_Neighbor_Methods#ch-5-nearest-neighbor-methods
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook#ch-5-nearest-neighbor-methods
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/05_Nearest_Neighbor_Methods/01_Introduction#nearest-neighbor-methods-introduction
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/05_Nearest_Neighbor_Methods/02_Working_with_Nearest_Neighbors#working-with-nearest-neighbors
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/05_Nearest_Neighbor_Methods/03_Working_with_Text_Distances#working-with-text-distances
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/05_Nearest_Neighbor_Methods/04_Computing_with_Mixed_Distance_Functions#computing-with-mixed-distance-functions
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/05_Nearest_Neighbor_Methods/05_An_Address_Matching_Example#an-address-matching-example
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/05_Nearest_Neighbor_Methods/06_Nearest_Neighbors_for_Image_Recognition#nearest-neighbors-for-image-recognition
Introduction	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/05_Nearest_Neighbor_Methods/01_Introduction#nearest-neighbor-methods-introduction
Working with Nearest Neighbors	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/05_Nearest_Neighbor_Methods/02_Working_with_Nearest_Neighbors#working-with-nearest-neighbors
Working with Text Based Distances	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/05_Nearest_Neighbor_Methods/03_Working_with_Text_Distances#working-with-text-distances
Computing Mixing Distance Functions	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/05_Nearest_Neighbor_Methods/04_Computing_with_Mixed_Distance_Functions#computing-with-mixed-distance-functions
Using Address Matching	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/05_Nearest_Neighbor_Methods/05_An_Address_Matching_Example#an-address-matching-example
Using Nearest Neighbors for Image Recognition	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/05_Nearest_Neighbor_Methods/06_Nearest_Neighbors_for_Image_Recognition#nearest-neighbors-for-image-recognition
Ch 6: Neural Networks	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/06_Neural_Networks#ch-6-neural-networks
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook#ch-6-neural-networks
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/06_Neural_Networks/01_Introduction#neural-networks-introduction
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/06_Neural_Networks/02_Implementing_an_Operational_Gate#implementing-an-operational-gate
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/06_Neural_Networks/03_Working_with_Activation_Functions#working-with-activation-functions
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/06_Neural_Networks/04_Single_Hidden_Layer_Network#implementing-a-one-layer-neural-network
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/06_Neural_Networks/05_Implementing_Different_Layers#implementing-different-layers
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/06_Neural_Networks/06_Using_Multiple_Layers#using-multiple-layers
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/06_Neural_Networks/07_Improving_Linear_Regression#improving-linear-regression
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/06_Neural_Networks/08_Learning_Tic_Tac_Toe#learning-to-play-tic-tac-toe
Introduction	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/06_Neural_Networks/01_Introduction#neural-networks-introduction
Implementing Operational Gates	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/06_Neural_Networks/02_Implementing_an_Operational_Gate#implementing-an-operational-gate
Working with Gates and Activation Functions	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/06_Neural_Networks/03_Working_with_Activation_Functions#working-with-activation-functions
Implementing a One Layer Neural Network	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/06_Neural_Networks/04_Single_Hidden_Layer_Network#implementing-a-one-layer-neural-network
Implementing Different Layers	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/06_Neural_Networks/05_Implementing_Different_Layers#implementing-different-layers
Using Multi-layer Neural Networks	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/06_Neural_Networks/06_Using_Multiple_Layers#using-multiple-layers
Improving Predictions of Linear Models	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/06_Neural_Networks/07_Improving_Linear_Regression#improving-linear-regression
Learning to Play Tic-Tac-Toe	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/06_Neural_Networks/08_Learning_Tic_Tac_Toe#learning-to-play-tic-tac-toe
Ch 7: Natural Language Processing	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/07_Natural_Language_Processing#ch-7-natural-language-processing
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook#ch-7-natural-language-processing
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/07_Natural_Language_Processing/01_Introduction#natural-language-processing-introduction
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/07_Natural_Language_Processing/02_Working_with_Bag_of_Words#working-with-bag-of-words
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/07_Natural_Language_Processing/03_Implementing_tf_idf#implementing-tf-idf
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/07_Natural_Language_Processing/04_Working_With_Skip_Gram_Embeddings#working-with-skip-gram-embeddings
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/07_Natural_Language_Processing/05_Working_With_CBOW_Embeddings#working-with-cbow-embeddings
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/07_Natural_Language_Processing/06_Using_Word2Vec_Embeddings#using-word2vec-embeddings
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/07_Natural_Language_Processing/07_Sentiment_Analysis_With_Doc2Vec#sentiment-analysis-with-doc2vec
Introduction	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/07_Natural_Language_Processing/01_Introduction#natural-language-processing-introduction
Working with Bag-of-Words	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/07_Natural_Language_Processing/02_Working_with_Bag_of_Words#working-with-bag-of-words
Implementing TF-IDF	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/07_Natural_Language_Processing/03_Implementing_tf_idf#implementing-tf-idf
Working with Skip-Gram	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/07_Natural_Language_Processing/04_Working_With_Skip_Gram_Embeddings#working-with-skip-gram-embeddings
Working with CBOW	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/07_Natural_Language_Processing/05_Working_With_CBOW_Embeddings#working-with-cbow-embeddings
Implementing Word2Vec Example	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/07_Natural_Language_Processing/06_Using_Word2Vec_Embeddings#using-word2vec-embeddings
Performing Sentiment Analysis with Doc2Vec	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/07_Natural_Language_Processing/07_Sentiment_Analysis_With_Doc2Vec#sentiment-analysis-with-doc2vec
Ch 8: Convolutional Neural Networks	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/08_Convolutional_Neural_Networks#ch-8-convolutional-neural-networks
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook#ch-8-convolutional-neural-networks
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/08_Convolutional_Neural_Networks/01_Intro_to_CNN#introduction-to-convolutional-neural-networks
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/08_Convolutional_Neural_Networks/02_Intro_to_CNN_MNIST#introduction-to-cnn-with-mnist
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/08_Convolutional_Neural_Networks/03_CNN_CIFAR10#cifar-10-cnn
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/08_Convolutional_Neural_Networks/04_Retraining_Current_Architectures#retraining-fine-tuning-current-cnn-architectures
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/08_Convolutional_Neural_Networks/05_Stylenet_NeuralStyle#stylenet--neural-style
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/08_Convolutional_Neural_Networks/06_Deepdream#deepdream-in-tensorflow
Introduction	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/08_Convolutional_Neural_Networks/01_Intro_to_CNN#introduction-to-convolutional-neural-networks
Implementing a Simple CNN.	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/08_Convolutional_Neural_Networks/02_Intro_to_CNN_MNIST#introduction-to-cnn-with-mnist
Implementing an Advanced CNN.	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/08_Convolutional_Neural_Networks/03_CNN_CIFAR10#cifar-10-cnn
Retraining an Existing Architecture.	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/08_Convolutional_Neural_Networks/04_Retraining_Current_Architectures#retraining-fine-tuning-current-cnn-architectures
Using Stylenet/NeuralStyle.	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/08_Convolutional_Neural_Networks/05_Stylenet_NeuralStyle#stylenet--neural-style
Implementing Deep Dream.	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/08_Convolutional_Neural_Networks/06_Deepdream#deepdream-in-tensorflow
Deepdream on TensorFlow	https://github.com/tensorflow/tensorflow/tree/master/tensorflow/examples/tutorials/deepdream
Ch 9: Recurrent Neural Networks	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/09_Recurrent_Neural_Networks#ch-9-recurrent-neural-networks
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook#ch-9-recurrent-neural-networks
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/09_Recurrent_Neural_Networks/01_Introduction#introduction-to-rnns-in-tensorflow
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/09_Recurrent_Neural_Networks/02_Implementing_RNN_for_Spam_Prediction#implementing-an-rnn-for-spam-prediction
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/09_Recurrent_Neural_Networks/03_Implementing_LSTM#implementing-an-lstm-model
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/09_Recurrent_Neural_Networks/04_Stacking_Multiple_LSTM_Layers#stacking-multiple-lstm-layers
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/09_Recurrent_Neural_Networks/05_Creating_A_Sequence_To_Sequence_Model#creating-a-sequence-to-sequence-model-with-tensorflow-seq2seq
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/09_Recurrent_Neural_Networks/06_Training_A_Siamese_Similarity_Measure#training-a-siamese-similarity-measure-rnns
Introduction	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/09_Recurrent_Neural_Networks/01_Introduction#introduction-to-rnns-in-tensorflow
Implementing an RNN Model for Spam Prediction	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/09_Recurrent_Neural_Networks/02_Implementing_RNN_for_Spam_Prediction#implementing-an-rnn-for-spam-prediction
Implementing an LSTM Model for Text Generation	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/09_Recurrent_Neural_Networks/03_Implementing_LSTM#implementing-an-lstm-model
Stacking Multiple LSTM Layers	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/09_Recurrent_Neural_Networks/04_Stacking_Multiple_LSTM_Layers#stacking-multiple-lstm-layers
Creating a Sequence to Sequence Translation Model (Seq2Seq)	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/09_Recurrent_Neural_Networks/05_Creating_A_Sequence_To_Sequence_Model#creating-a-sequence-to-sequence-model-with-tensorflow-seq2seq
Training a Siamese Similarity Measure	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/09_Recurrent_Neural_Networks/06_Training_A_Siamese_Similarity_Measure#training-a-siamese-similarity-measure-rnns
Ch 10: Taking TensorFlow to Production	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/10_Taking_TensorFlow_to_Production#ch-10-taking-tensorflow-to-production
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook#ch-10-taking-tensorflow-to-production
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/10_Taking_TensorFlow_to_Production/01_Implementing_Unit_Tests#implementing-unit-tests
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/10_Taking_TensorFlow_to_Production/02_Using_Multiple_Devices#using-multiple-devices
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/10_Taking_TensorFlow_to_Production/03_Parallelizing_TensorFlow#parallelizing-tensorflow
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/10_Taking_TensorFlow_to_Production/04_Production_Tips#production-tips-with-tensorflow
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/10_Taking_TensorFlow_to_Production/05_Production_Example#a-production-example
Implementing Unit Tests	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/10_Taking_TensorFlow_to_Production/01_Implementing_Unit_Tests#implementing-unit-tests
Using Multiple Executors (Devices)	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/10_Taking_TensorFlow_to_Production/02_Using_Multiple_Devices#using-multiple-devices
Parallelizing TensorFlow	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/10_Taking_TensorFlow_to_Production/03_Parallelizing_TensorFlow#parallelizing-tensorflow
Tips for TensorFlow in Production	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/10_Taking_TensorFlow_to_Production/04_Production_Tips#production-tips-with-tensorflow
An Example of Productionalizing TensorFlow	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/10_Taking_TensorFlow_to_Production/05_Production_Example#a-production-example
Ch 11: More with TensorFlow	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/11_More_with_TensorFlow#ch-11-more-with-tensorflow
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook#ch-11-more-with-tensorflow
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/11_More_with_TensorFlow/01_Visualizing_Computational_Graphs#visualizing-computational-graphs-wtensorboard
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/11_More_with_TensorFlow/02_Working_with_a_Genetic_Algorithm
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/11_More_with_TensorFlow/03_Clustering_Using_KMeans#clustering-using-k-means
	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/11_More_with_TensorFlow/04_Solving_A_System_of_ODEs#solving-a-system-of-odes
Visualizing Computational Graphs (with Tensorboard)	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/11_More_with_TensorFlow/01_Visualizing_Computational_Graphs#visualizing-computational-graphs-wtensorboard
Working with a Genetic Algorithm	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/11_More_with_TensorFlow/02_Working_with_a_Genetic_Algorithm#working-with-a-genetic-algorithm
Clustering Using K-means	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/11_More_with_TensorFlow/03_Clustering_Using_KMeans#clustering-using-k-means
Solving a System of ODEs	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook/blob/master/11_More_with_TensorFlow/04_Solving_A_System_of_ODEs#solving-a-system-of-odes
www.packtpub.com/big-data-and-business-intelligence/tensorflow-machine-learning-cookbook	https://www.packtpub.com/big-data-and-business-intelligence/tensorflow-machine-learning-cookbook
Readme	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook#readme-ov-file
MIT license	https://patch-diff.githubusercontent.com/apcode/tensorflow_cookbook#MIT-1-ov-file
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