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Call for code example contributions

This is a constantly-updated list of code examples that we're currently interested in.

Timeseries forecasting with LSTM for weather prediction

Recommendations:

  • Use timeseries_dataset_from_array for data processing
  • Single LSTM layer + classification layer, trained with fit()
  • Add nice visualizations

StyleGAN / StyleGAN2

Reference paper 1 2 Reference TF implementation

End-to-end OCR

Old Keras example

Recommendations:

  • Use CTC loss
  • Can use either Transformer model or recurrent model (whichever works best)

Improve next-frame prediction with ConvLSTM

Current example

Recommendations:

  • Find a better, more interesting dataset
  • Make it work better
  • Add detailed explanations