RStudio notebooks for deep learning in R
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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
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

Deep-learning-using-R

RStudio notebooks for deep learning in R

This repository is used to make my R-markdown files on deep learing freely available.

Juan.