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A brief introduction to R.Rmd
 
 
ConvolutionExample.PNG
 
 
ConvolutionGS.png
 
 
ConvolutionRGB.png
 
 
Cross_entropy.Rmd
 
 
DCDNNData.csv
 
 
Deep neural network example using R.Rmd
 
 
Deep neural networks for regression problems.Rmd
 
 
Demonstrating Keras in R.Rmd
 
 
Dropout.Rmd
 
 
Example_of_a_convolutional_neural_network.Rmd
 
 
Implementing improvements using tfruns.R
 
 
Implementing regularization and dropout.Rmd
 
 
Implementing training improvements.R
 
 
ImprovementsTest.csv
 
 
ImprovementsTrain.csv
 
 
Improving training of a neural network.Rmd
 
 
Introduction to convolutional neural networks.Rmd
 
 
KRG elegant logo for light BG-01.png
 
 
Linear regression as a simple learner.Rmd
 
 
LogisticRegression.csv
 
 
MNIST_base_file.R
 
 
MNIST_model_1.R
 
 
MNIST_model_2.R
 
 
MNIST_model_3.R
 
 
MaxPooling.PNG
 
 
MultipleLinearRegression.csv
 
 
Padding.png
 
 
Poor performance of a deep learning model.Rmd
 
 
Predicting skin.Rmd
 
 
README.md
 
 
Regression as a shallow network.Rmd
 
 
Regression.Rmd
 
 
RegressionData.csv
 
 
Regularization.Rmd
 
 
SimulatedBinaryClassificationDataset.csv
 
 
Single_layer.png
 
 
Single_layer_LR.png
 
 
Single_layer_LR_with_values.png
 
 
Stride.png
 
 
Stylesheet for R Markdown.txt
 
 
TestingDenselyConnectedNN.nb
 
 
The basics of a neural network.Rmd
 
 
Two_hidden_layers-01.png
 
 

README.md

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RStudio notebooks for deep learning in R

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