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Move 5 tutorials from fluxml.github.io #2125

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merged 11 commits into from
Nov 25, 2022
Merged

Move 5 tutorials from fluxml.github.io #2125

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1bb54d1
move 5 tutorials from fluxml.github.io
mcabbott Nov 24, 2022
3601ac2
more heading links
mcabbott Nov 25, 2022
55836ff
somehow fix images + links for DCGAN
mcabbott Nov 25, 2022
009192b
using Flux: params
mcabbott Nov 25, 2022
2aa2a7a
rm indents
mcabbott Nov 25, 2022
02e9d20
ADAM
mcabbott Nov 25, 2022
a1ab2d0
rm using Parameters, and use distinct names
mcabbott Nov 25, 2022
52b9653
local image files
mcabbott Nov 25, 2022
6930d24
kill those bullet points
mcabbott Nov 25, 2022
32d28a7
restore some bullets
mcabbott Nov 25, 2022
15040d3
add some headings
mcabbott Nov 25, 2022
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7 changes: 7 additions & 0 deletions docs/make.jl
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Expand Up @@ -42,7 +42,14 @@ makedocs(
"Functors.jl 📚 (`fmap`, ...)" => "models/functors.md",
],
"Tutorials" => [
# Roughly in order of increasing complexity? Not chronological.
"Linear Regression" => "tutorials/linear_regression.md",
"Julia & Flux: 60 Minute Blitz" => "tutorials/2020-09-15-deep-learning-flux.md",
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What do you think about adding a 🚧 or some admonition in the tutorial itself so that users know this might be out of date? Or is the hope to have those sorted out before these hit a stable release?

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Haven't seen one of those in a while! I don't think these are terribly out of date in fact, nothing looks like it clearly won't run.

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Found a few places they needed to import params

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@mcabbott mcabbott Nov 25, 2022 •
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Re updating, some of these link to the model zoo:

https://github.com/FluxML/model-zoo/blob/master/vision/mlp_mnist/mlp_mnist.jl

https://github.com/FluxML/model-zoo/blob/master/vision/conv_mnist/conv_mnist.jl

https://github.com/FluxML/model-zoo/blob/master/vision/dcgan_mnist/dcgan_mnist.jl

IDK what the plan ought to be for keeping things in sync. These all look like they qualify Flux.params

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If we make them literate files, then copying over the model zoo files and deleting them from that repository would work. In the meantime, things can stay as they are.

"Multi-layer Perceptron" => "tutorials/2021-01-26-mlp.md",
"Simple ConvNet" => "tutorials/2021-02-07-convnet.md",
"Generative Adversarial Net" => "tutorials/2021-10-14-vanilla-gan.md",
"Deep Convolutional GAN" => "tutorials/2021-10-08-dcgan-mnist.md",
# Not really sure where this belongs... some in Fluxperimental, aim to delete?
"Custom Layers" => "models/advanced.md", # TODO move freezing to Training
],
"Performance Tips" => "performance.md",
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