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Merge pull request #1487 from rstudio/update-vignettes-3-8-0

Update vignettes and website for Keras 3.8.0

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docs/dev
vignettes-src
vignettes
- custom_train_step_in_tensorflow.Rmd
- distribution.Rmd
- examples
  - index.Rmd
  - nlp
    - neural_machine_translation_with_transformer.Rmd
    - text_classification_from_scratch.Rmd
  - structured_data
    - imbalanced_classification.Rmd
    - structured_data_classification_with_feature_space.Rmd
  - timeseries
    - timeseries_anomaly_detection.Rmd
    - timeseries_anomaly_detection
    - timeseries_classification_from_scratch.Rmd
    - timeseries_classification_from_scratch
      - unnamed-chunk-12-1.png
      - unnamed-chunk-13-1.png
  - vision
    - autoencoder.Rmd
    - autoencoder
      - unnamed-chunk-5-1.png
      - unnamed-chunk-7-1.png
    - mnist_convnet.Rmd
    - mnist_siamese_graph.Rmd
    - mnist_siamese_graph
    - oxford_pets_image_segmentation.Rmd
    - oxford_pets_image_segmentation
      - unnamed-chunk-9-1.png
- functional_api.Rmd
- intro_to_keras_for_engineers.Rmd
- making_new_layers_and_models_via_subclassing.Rmd
- sequential_model.Rmd
- training_with_built_in_methods.Rmd
- transfer_learning.Rmd
- transfer_learning
  - unnamed-chunk-17-1.png
- writing_a_custom_training_loop_in_tensorflow.Rmd

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