GitHub - wbzyl/Deep-Learning-and-Scientific-Computing-with-R-torch: Deep Learning and Scientific Computing with R torch

This is the repository for the book Deep Learning and Scientific Computing with R torch, written by Sigrid Keydana and published by CRC Press.

A list of errata may be found in errata.md.

Please note that this work is written under a Contributor Code of Conduct, and the online version is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License. By participating in this project (for example, by submitting an issue with suggestions or edits) you agree to abide by its terms.

Name		Name	Last commit message	Last commit date
Latest commit History 8 Commits
docs		docs
images		images
resources		resources
.gitignore		.gitignore
.nojekyll		.nojekyll
CODE_OF_CONDUCT.md		CODE_OF_CONDUCT.md
Deep-Learning-and-Scientific-Computing-with-R-torch.Rproj		Deep-Learning-and-Scientific-Computing-with-R-torch.Rproj
Deep-Learning-and-Scientific-Computing-with-R-torch.tex		Deep-Learning-and-Scientific-Computing-with-R-torch.tex
README.md		README.md
_quarto.yml		_quarto.yml
audio_classification.qmd		audio_classification.qmd
autograd.qmd		autograd.qmd
basics_overview.qmd		basics_overview.qmd
data.qmd		data.qmd
dl_overview.qmd		dl_overview.qmd
errata.md		errata.md
fourier_transform_dft.qmd		fourier_transform_dft.qmd
fourier_transform_fft.qmd		fourier_transform_fft.qmd
image_classification_1.qmd		image_classification_1.qmd
image_classification_2.qmd		image_classification_2.qmd
image_segmentation.qmd		image_segmentation.qmd
index.qmd		index.qmd
intro.qmd		intro.qmd
krantz.cls		krantz.cls
loss_functions.qmd		loss_functions.qmd
matrix_computations_convolution.qmd		matrix_computations_convolution.qmd
matrix_computations_leastsquares.qmd		matrix_computations_leastsquares.qmd
modules.qmd		modules.qmd
network_1.qmd		network_1.qmd
network_2.qmd		network_2.qmd
optim_1.qmd		optim_1.qmd
optim_2.qmd		optim_2.qmd
optimizers.qmd		optimizers.qmd
other_overview.qmd		other_overview.qmd
overfitting.qmd		overfitting.qmd
references.bib		references.bib
references.qmd		references.qmd
tabular_data.qmd		tabular_data.qmd
tensors.qmd		tensors.qmd
time_series.qmd		time_series.qmd
training_efficiency.qmd		training_efficiency.qmd
training_with_luz.qmd		training_with_luz.qmd
wavelets.qmd		wavelets.qmd
what_is_torch.qmd		what_is_torch.qmd

wbzyl/Deep-Learning-and-Scientific-Computing-with-R-torch

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