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Title: GitHub - haven-jeon/TensorFlow-Book-R: This is the unofficial code repository for Machine Learning with TensorFlow(R).

Open Graph Title: GitHub - haven-jeon/TensorFlow-Book-R: This is the unofficial code repository for Machine Learning with TensorFlow(R).

X Title: GitHub - haven-jeon/TensorFlow-Book-R: This is the unofficial code repository for Machine Learning with TensorFlow(R).

Description: This is the unofficial code repository for Machine Learning with TensorFlow(R). - haven-jeon/TensorFlow-Book-R

Open Graph Description: This is the unofficial code repository for Machine Learning with TensorFlow(R). - haven-jeon/TensorFlow-Book-R

X Description: This is the unofficial code repository for Machine Learning with TensorFlow(R). - haven-jeon/TensorFlow-Book-R

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ch06_hmmhttps://patch-diff.githubusercontent.com/haven-jeon/TensorFlow-Book-R/tree/master/ch06_hmm
ch07_autoencoderhttps://patch-diff.githubusercontent.com/haven-jeon/TensorFlow-Book-R/tree/master/ch07_autoencoder
ch07_autoencoderhttps://patch-diff.githubusercontent.com/haven-jeon/TensorFlow-Book-R/tree/master/ch07_autoencoder
ch09_cnnhttps://patch-diff.githubusercontent.com/haven-jeon/TensorFlow-Book-R/tree/master/ch09_cnn
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https://patch-diff.githubusercontent.com/haven-jeon/TensorFlow-Book-R#machine-learning-with-tensorflowr-version
Thishttps://github.com/haven-jeon/TensorFlow-Book-R
Machine Learning with TensorFlowhttp://www.tensorflowbook.com/
R tensorflowhttps://cran.r-project.org/package=tensorflow
CNN model viewhttps://github.com/haven-jeon/TensorFlow-Book-R/blob/master/ch09_cnn/Concept04_cifar.md
https://patch-diff.githubusercontent.com/haven-jeon/TensorFlow-Book-R#todo
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TensorFlowhttps://www.tensorflow.org/
Pythonhttps://www.python.org/
tensorflowhttps://cran.r-project.org/package=tensorflow
reticulatehttps://cran.r-project.org/package=reticulate
https://patch-diff.githubusercontent.com/haven-jeon/TensorFlow-Book-R#summary
Chapter 2https://github.com/haven-jeon/TensorFlow-Book-R/tree/master/ch02_basics
https://patch-diff.githubusercontent.com/haven-jeon/TensorFlow-Book-R#chapter-2---tensorflow-basics
Defining tensorshttps://github.com/haven-jeon/TensorFlow-Book-R/tree/master/ch02_basics/Concept01_defining_tensors.md
Evaluating opshttps://github.com/haven-jeon/TensorFlow-Book-R/tree/master/ch02_basics/Concept02_evaluating_ops.md
Interactive sessionhttps://github.com/haven-jeon/TensorFlow-Book-R/tree/master/ch02_basics/Concept03_interactive_session.md
Session loggingshttps://github.com/haven-jeon/TensorFlow-Book-R/tree/master/ch02_basics/Concept04_session_logging.md
Variableshttps://github.com/haven-jeon/TensorFlow-Book-R/tree/master/ch02_basics/Concept05_variables.md
Saving variableshttps://github.com/haven-jeon/TensorFlow-Book-R/tree/master/ch02_basics/Concept06_saving_variables.md
Loading variableshttps://github.com/haven-jeon/TensorFlow-Book-R/tree/master/ch02_basics/Concept07_loading_variables.md
TensorBoardhttps://github.com/haven-jeon/TensorFlow-Book-R/tree/master/ch02_basics/Concept08_TensorBoard.md
Chapter 3https://github.com/haven-jeon/TensorFlow-Book-R/tree/master/ch03_regression
https://patch-diff.githubusercontent.com/haven-jeon/TensorFlow-Book-R#chapter-3---regression
Linear regressionhttps://github.com/haven-jeon/TensorFlow-Book-R/tree/master/ch03_regression/Concept01_linear_regression.md
Polynomial regressionhttps://github.com/haven-jeon/TensorFlow-Book-R/tree/master/ch03_regression/Concept02_poly_regression.md
Regularizationhttps://github.com/haven-jeon/TensorFlow-Book-R/tree/master/ch03_regression/Concept03_regularization.md
Chapter 4https://github.com/haven-jeon/TensorFlow-Book-R/tree/master/ch04_classification
https://patch-diff.githubusercontent.com/haven-jeon/TensorFlow-Book-R#chapter-4---classification
Linear regression for classificationhttps://github.com/haven-jeon/TensorFlow-Book-R/tree/master/ch04_classification/Concept01_linear_regression_classification.md
Logistic regressionhttps://github.com/haven-jeon/TensorFlow-Book-R/tree/master/ch04_classification/Concept02_logistic.md
2D Logistic regressionhttps://github.com/haven-jeon/TensorFlow-Book-R/tree/master/ch04_classification/Concept03_logistic2d.md
Softmax classificationhttps://github.com/haven-jeon/TensorFlow-Book-R/tree/master/ch04_classification/Concept04_softmax.md
Chapter 5https://github.com/haven-jeon/TensorFlow-Book-R/tree/master/ch05_clustering
https://patch-diff.githubusercontent.com/haven-jeon/TensorFlow-Book-R#chapter-5---clustering-working
Chapter 6https://github.com/haven-jeon/TensorFlow-Book-R/tree/master/ch06_hmm
https://patch-diff.githubusercontent.com/haven-jeon/TensorFlow-Book-R#chapter-6---hidden-markov-models
Forward algorithmhttps://github.com/haven-jeon/TensorFlow-Book-R/blob/master/ch06_hmm/Concept01_forward.md
Viterbi decodehttps://github.com/haven-jeon/TensorFlow-Book-R/blob/master/ch06_hmm/Concept02_hmm.md
Chapter 7https://github.com/haven-jeon/TensorFlow-Book-R/tree/master/ch07_autoencoder
https://patch-diff.githubusercontent.com/haven-jeon/TensorFlow-Book-R#chapter-7---autoencoders
Autoencoderhttps://github.com/haven-jeon/TensorFlow-Book-R/blob/master/ch07_autoencoder/Concept01_autoencoder.md
Applying an autoencoder to imageshttps://github.com/haven-jeon/TensorFlow-Book-R/blob/master/ch07_autoencoder/Concept02_autoencoder_with_imgs.md
Denoising autoencoderhttps://github.com/haven-jeon/TensorFlow-Book-R/blob/master/ch07_autoencoder/Concept03_denoising.md
Chapter 8https://github.com/haven-jeon/TensorFlow-Book-R/tree/master/ch08_rl
https://patch-diff.githubusercontent.com/haven-jeon/TensorFlow-Book-R#chapter-8---reinforcement-learning-working
Chapter 9https://github.com/haven-jeon/TensorFlow-Book-R/tree/master/ch09_cnn
https://patch-diff.githubusercontent.com/haven-jeon/TensorFlow-Book-R#chapter-9---convolutional-neural-networks
Using CIFAR-10 datasethttps://github.com/haven-jeon/TensorFlow-Book-R/blob/master/ch09_cnn/Concept01_cifar.md
Convolutionshttps://github.com/haven-jeon/TensorFlow-Book-R/blob/master/ch09_cnn/Concept02_convolution.md
Convolutional neural networkhttps://github.com/haven-jeon/TensorFlow-Book-R/blob/master/ch09_cnn/Concept03_cnn.md
Convolutional neural network model debugging(2)https://github.com/haven-jeon/TensorFlow-Book-R/blob/master/ch09_cnn/Concept04_cifar.md
Chapter 10https://github.com/haven-jeon/TensorFlow-Book-R/tree/master/ch10_rnn
https://patch-diff.githubusercontent.com/haven-jeon/TensorFlow-Book-R#chapter-10---recurrent-neural-network
Loading timeseries datahttps://github.com/haven-jeon/TensorFlow-Book-R/blob/master/ch10_rnn/Concept01_timeseries_data.md
Recurrent neural networkshttps://github.com/haven-jeon/TensorFlow-Book-R/blob/master/ch10_rnn/Concept02_rnn.md
Applying RNN to real-world data for timeseries predictionhttps://github.com/haven-jeon/TensorFlow-Book-R/blob/master/ch10_rnn/Concept03_rnn_real_world.md
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