Convert the docstrings of examples in `examples/*` to use Markdown formatting

[gabrieldemarmiesse]

(e.g. for links and images), because some of these examples are now being rendered in the docs.

Added by @fchollet in requests for contributions.

[gabrieldemarmiesse]

See #11758

[gabrieldemarmiesse]

Tu add an example to the docs, just modify the file keras/docs/mkdocs.yml.

[joosephook]

Hi! I'd like to start working on this if possible. Are there any specific guidelines on how visibility should be improved? Or should it be figured out from the two existing examples in mkdocs.yml?

[gabrieldemarmiesse]

It's just making sure that the page is rendered correctly in the docs. No need to be fancy.

Also, it is advised to do one pull request per example file. This is faster to review.

[gabrieldemarmiesse]

Pull requests for this issue should include a screenshot of the docs to facilitate the review process.

[siddsuresh97]

@gabrieldemarmiesse Can i start working on this issue?

[hnumair]

@gabrieldemarmiesse Why this issue is still open? I guess every file is converted for Markdown.

[gabrieldemarmiesse]

Some PRs are note merged yet. So we can't really close this issue.

[marcemq]

Hi @gabrieldemarmiesse,

building the documentation using master branch, it states that the following pages exist in the docs directory, but are not included in the "nav" configuration:

  - examples/class_activation_maps.md
  - examples/mnist_cnn.md
  - examples/mnist_dataset_api.md
  - examples/mnist_denoising_autoencoder.md
  - examples/mnist_hierarchical_rnn.md
  - examples/mnist_irnn.md
  - examples/mnist_mlp.md
  - examples/mnist_net2net.md
  - examples/mnist_siamese.md
  - examples/mnist_sklearn_wrapper.md
  - examples/mnist_swwae.md
  - examples/mnist_tfrecord.md
  - examples/mnist_transfer_cnn.md
  - examples/neural_doodle.md
  - examples/neural_style_transfer.md
  - examples/pretrained_word_embeddings.md
  - examples/reuters_mlp.md
  - examples/reuters_mlp_relu_vs_selu.md
  - examples/tensorboard_embeddings_mnist.md
  - examples/variational_autoencoder.md
  - examples/variational_autoencoder_deconv.md

I've worked on those and sent its PR(#12717 - #12763), one per example as you advised. I hope my PRs get accepted so we can finally close this issue :)

[qwertpi]

Is any more help needed on this or not?

[marcemq]

Hi @qwertpi, I've covered all examples in examples/* directory, once the PRs get merge we can close this issue.

[PyExtreme]

Hi @marcemq , @qwertpi , @gabrieldemarmiesse , Is this still an open issue?

I am new to open source and looking to contribute to keras

[abhinav-mangal]

I am new to open source and would like to contribute to this code

[amansaini01]

hello, I am new to open source and wants to learn and contribute, is this open?