call_for_contributions.md

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