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TheoreticalEcology
machinelearning
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About
Teaching Material for a Machine Learning course with Keras and Tensorflow in R
theoreticalecology.github.io/machinelearning/
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Custom properties
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.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
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About
Teaching Material for a Machine Learning course with Keras and Tensorflow in R
theoreticalecology.github.io/machinelearning/
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Custom properties
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stars
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5
watching
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8
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