Broken web links in R Notebooks

[EdwinB12]

R03 - Exercise 3.1 Links to specific keras layers:

May be more in other notebooks

[ubdbra001]

I had a look through all the notebooks as I worked through them and here are the broken links I found, and what I think the actual link should be. Once I know they are all correct I'll update the notebooks (apologies for the long list!)

• [ ] install_keras (R01)

  • Original: https://keras.rstudio.com/reference/install_keras.html
  • Corrected: https://tensorflow.rstudio.com/reference/keras/install_keras

• [ ] Fashion Mnist (R02 + R03)

  • Original: https://keras.rstudio.com/reference/dataset_fashion_mnist.html
  • Corrected: https://tensorflow.rstudio.com/reference/keras/dataset_fashion_mnist

• [ ] Core layers (R02 + R03)

  • Original: https://keras.rstudio.com/reference/index.html#section-core-layers
  • Corrected: https://tensorflow.rstudio.com/reference/keras/#core-layers

• [ ] Optimizer Adam (R02)

  • Original: https://keras.rstudio.com/reference/optimizer_adam.html
  • Corrected: https://tensorflow.rstudio.com/reference/keras/optimizer_adam.html

• [ ] Categorical Crossentropy (R02)

  • Original: https://tensorflow.rstudio.com/reference/loss_mean_squared_error.html#section-categorical-crossentropy
  • Corrected: https://tensorflow.rstudio.com/reference/keras/loss-functions#categorical_crossentropy

• [ ] fit (R02, R03 + R04a)

  • Original: https://tensorflow.rstudio.com/reference/fit.keras.engine.training.Model.html
  • Corrected: https://tensorflow.rstudio.com/reference/keras/fit.keras.engine.training.model

• [ ] cifar10 (R02 + R03)

  • Original: https://tensorflow.rstudio.com/reference/dataset_cifar10.html
  • Corrected: https://tensorflow.rstudio.com/reference/keras/dataset_cifar10.html

• [ ] layer_conv_2d (R03)

  • Original: https://tensorflow.rstudio.com/reference/layer_conv_2d.html
  • Corrected: https://tensorflow.rstudio.com/reference/keras/layer_conv_2d.html

• [ ] layer_max_pooling_2d (R)

  • Original: https://tensorflow.rstudio.com/reference/layer_max_pooling_2d.html
  • Corrected: https://tensorflow.rstudio.com/reference/keras/layer_max_pooling_2d.html

• [ ] compile (R03)

  • Original: https://tensorflow.rstudio.com/reference/compile.keras.engine.training.Model.html
  • Corrected: https://tensorflow.rstudio.com/reference/keras/compile.keras.engine.training.model

• [ ] evaluate (R03)

  • Original: https://tensorflow.rstudio.com/reference/evaluate.keras.engine.training.Model.html
  • Corrected: https://tensorflow.rstudio.com/reference/keras/evaluate.keras.engine.training.model

• [ ] image_data_generator (R04a)

  • Original: https://tensorflow.rstudio.com/reference/image_data_generator.html
  • Corrected: https://tensorflow.rstudio.com/reference/keras/image_data_generator.html

• [ ] flow_images_from_directory (R04a)

  • Original: https://tensorflow.rstudio.com/reference/flow_images_from_directory.html
  • Corrected: https://tensorflow.rstudio.com/reference/keras/flow_images_from_directory.html

• [ ] Keras function reference (R04a + b)

  • Original: https://keras.rstudio.com/reference/index.html
  • Corrected: https://tensorflow.rstudio.com/reference/keras/

• [ ] MobileNet V2 model architecture (R05 + R06)

  • Original: https://tensorflow.rstudio.com/reference/application_mobilenet_v2.html
  • Corrected: https://tensorflow.rstudio.com/reference/keras/application_mobilenet_v2.html

• [ ] save_model_hdf5 (R05)

  • Original: https://tensorflow.rstudio.com/reference/save_model_hdf5.html
  • Corrected: https://tensorflow.rstudio.com/reference/keras/save_model_hdf5.html

• [ ] applications (R05)

  • Original: https://keras.rstudio.com/reference/index.html#section-applications
  • Corrected: https://tensorflow.rstudio.com/reference/keras/#applications