GitHub - TheoreticalEcology/machinelearning: Teaching Material for a Machine Learning course with Keras and Tensorflow in R

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 296 Commits
.github		.github
09-GAN_files/figure-html		09-GAN_files/figure-html
D2-explainableAI_files/figure-html		D2-explainableAI_files/figure-html
Exercises		Exercises
_freeze		_freeze
docs		docs
images		images
include		include
old		old
.DS_Store		.DS_Store
.Rbuildignore		.Rbuildignore
.Rprofile		.Rprofile
.gitignore		.gitignore
A1-GettingStarted.qmd		A1-GettingStarted.qmd
A2-MachineLearningTasks.qmd		A2-MachineLearningTasks.qmd
A3-BiasVarianceTradeOff.qmd		A3-BiasVarianceTradeOff.qmd
A4-MLpipeline-mlr3.qmd		A4-MLpipeline-mlr3.qmd
A4-MLpipeline.qmd		A4-MLpipeline.qmd
Appendix-Datasets.qmd		Appendix-Datasets.qmd
B1-Trees.qmd		B1-Trees.qmd
B2-Distance.qmd		B2-Distance.qmd
B3-NeuralNetworks.qmd		B3-NeuralNetworks.qmd
C1-TensorFlow.qmd		C1-TensorFlow.qmd
C2-DeepNeuralNetworks.qmd		C2-DeepNeuralNetworks.qmd
C3-ConvolutionalNeuralNetworks.qmd		C3-ConvolutionalNeuralNetworks.qmd
C4-RecurrentNeuralNetworks.qmd		C4-RecurrentNeuralNetworks.qmd
C5-GNN.qmd		C5-GNN.qmd
D1-causality.qmd		D1-causality.qmd
D2-explainableAI.qmd		D2-explainableAI.qmd
Day4_RNN.R		Day4_RNN.R
Day5_CIFAR.R		Day5_CIFAR.R
Day5_MNIST.R		Day5_MNIST.R
E1-Autoencoder.qmd		E1-Autoencoder.qmd
E2-GAN.qmd		E2-GAN.qmd
E3-RL.qmd		E3-RL.qmd
MachineLearningAndDeepLearning.Rproj		MachineLearningAndDeepLearning.Rproj
VAE.RDS		VAE.RDS
_quarto.yml		_quarto.yml
boosting.gif		boosting.gif
boosting_10_0.1.gif		boosting_10_0.1.gif
boosting_10_0.3.gif		boosting_10_0.3.gif
boosting_10_0.5.gif		boosting_10_0.5.gif
boosting_10_0.7.gif		boosting_10_0.7.gif
boosting_10_0.9.gif		boosting_10_0.9.gif
boosting_20_0.1.gif		boosting_20_0.1.gif
boosting_20_0.3.gif		boosting_20_0.3.gif
boosting_20_0.5.gif		boosting_20_0.5.gif
boosting_20_0.7.gif		boosting_20_0.7.gif
boosting_20_0.9.gif		boosting_20_0.9.gif
boosting_3_0.1.gif		boosting_3_0.1.gif
boosting_3_0.3.gif		boosting_3_0.3.gif
boosting_3_0.5.gif		boosting_3_0.5.gif
boosting_3_0.7.gif		boosting_3_0.7.gif
boosting_3_0.9.gif		boosting_3_0.9.gif
boosting_6_0.1.gif		boosting_6_0.1.gif
boosting_6_0.3.gif		boosting_6_0.3.gif
boosting_6_0.5.gif		boosting_6_0.5.gif
boosting_6_0.7.gif		boosting_6_0.7.gif
boosting_6_0.9.gif		boosting_6_0.9.gif
dependencies.R		dependencies.R
index.qmd		index.qmd
questions.css		questions.css
references.bib		references.bib
references.qmd		references.qmd
sceletons.txt		sceletons.txt
summary.qmd		summary.qmd
svm.gif		svm.gif
weather_soil.RDS		weather_soil.RDS
webexercises.qmd		webexercises.qmd