├── Chapter 1 └── chapter 1.R ├── Chapter 10 └── src │ ├── Chapter10_1_VGG16Model.R │ ├── Chapter10_2_DataPrepare_TL.R │ ├── Chapter10_3_TL_Ex01.R │ └── Chapter10_4_GPU_vs_CPU.R ├── Chapter 2 └── Chapter 2_packt.R ├── Chapter 3 ├── Chapter 3 Packt.R └── Old │ └── Chapter 3 Packt.R ├── Chapter 4 ├── add_noise.R ├── autoencoder_tensorflow.R ├── denoising_autoencoder.R ├── download_cifar_data.R ├── drawImage.R ├── manifold_example.R ├── normalize.R ├── plotImage.R ├── sparseAutoencoder.R ├── stackedAE.R └── variationalAE_v1.R ├── Chapter 5 └── R Codes │ ├── Collaborative Filtering using RBM.R │ ├── Compare PCA and RBM.R │ ├── Deep Belief Network.R │ ├── Deep Restricted Boltzmann Machine.R │ ├── Neural Network.R │ └── Restricted Boltzmann Machine Tensorflow.R ├── Chapter 6 ├── Chapter6_Basic_RNN.R ├── Chapter6_Bi_directional RNN.R ├── Chapter6_Deep RNN.R ├── Chapter6_LSTM_RNN.R └── chapter6_utility.R ├── Chapter 7 ├── Q learning.R └── policy learning.R ├── Chapter 8 ├── Ch 8 Sentiment analysis using LSTM.R ├── Ch 8 Text Pre-Processing.R ├── Ch 8 Text2Vec Implementation.R └── tensorflow_1.3.tar.gz ├── Chapter 9 └── Chapter 9 - RBM v0.1.R ├── LICENSE └── README.md /Chapter 1/chapter 1.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/R-Deep-Learning-Cookbook/HEAD/Chapter 1/chapter 1.R -------------------------------------------------------------------------------- /Chapter 10/src/Chapter10_1_VGG16Model.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/R-Deep-Learning-Cookbook/HEAD/Chapter 10/src/Chapter10_1_VGG16Model.R -------------------------------------------------------------------------------- /Chapter 10/src/Chapter10_2_DataPrepare_TL.R: -------------------------------------------------------------------------------- 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