machine-learning-r-2e:KarthikRamasubramanian和AbhishekSingh的“使用R进行机器学习，第二版”的源代码-Sourcecodelearning资源-CSDN文库

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jpg：6个

csv：4个

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machine-learning-r-2e-master.zip （44个子文件）

folder

machine-learning-r-2e-master

9781484242148.jpg 23KB

.gitattributes 108B

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Ch10_Deep Learning Artifacts

Deep Learnig using Keras and Tensorflow.R 7KB

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Images

Figure 11.6 LSTM Cell.png 133KB

Figure 11.8 Siamese Architecture.jpg 52KB

Figure 11.3 Convolutional Neural Networks.png 336KB

Figure 11.2 Neural Networks Vs Convolutional Neural Networks.jpg 98KB

Figure 11.4 Feed-Forwards Neural Networks Vs Convolutional Neural Networks.png 233KB

Figure 11.9 Model Performance during the model fitting.png 42KB

Image 11.1 Overlap between AI, ML and DL.png 34KB

Figure 11.5 RNN Mappings.png 213KB

Figure 11.7 GAN Architecture.png 35KB

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Dataset

train.csv 60.08MB

LICENSE.txt 1KB

Dataset.zip 134B

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Ch09_Time Series Artifacts

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Images

Figure 9.14 AR(2) process fitted to the Time Series.png 92KB

Figure 9.17 ACF for the residual of Linear Regression fit model.png 11KB

Figure 9.3 Series Additive Decomposition of 2015 to 2017 Time Series Data.png 40KB

Figure 9.12 ACF and PACF Properties.png 10KB

Figure 9.5 MA(1) Plots for different parameters.png 50KB

Figure 9.1 Power Consumption over time by Month 2005 to 2018.png 205KB

Figure 9.18 ACF Function for residual after Cochrane-Orcutt procedure.png 11KB

Figure 9.8 Explanation of PACF Function.png 49KB

Figure 9.6 Explanation of ACF Function.png 17KB

Figure 9.11 Detrended PPI Time Series (Stationary).png 48KB

Figure 9.9 PACF Plot for Average Power Consumption Series.png 13KB

Figure 9.4 AR(1) plots for different coefficient values.png 46KB

Figure 9.10 Increasing Trend in PPI Time Series (Non-Stationary).png 17KB

Figure 9.2 Trend for 2015 to 2017 Time Series Data.png 138KB

Figure 9.7 ACF Plot for Average Power Consumption.png 13KB

Figure 9.15 ACF and PACF plots of Residuals.png 29KB

Figure 9.19 Recurrent Neural Network Flows.jpg 28KB

Figure 9.16 ARMA(2,1) model forecast fitting to original.png 41KB

Figure 9.13 ACF Plot of Residual after fitting AR(2) process.png 10KB

Ch09_Time Series.R 9KB

folder

Dataset

Macroeconomic Indicators Data.csv 9KB

Super Market Sales Data.csv 398B

Electricity Consumption Data.csv 3.06MB

errata.md 225B

README.md 569B

1-select-file.jpg 101KB

Contributing.md 677B

2-download.jpg 114KB

LFS.md 888B

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