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

Transformer model for MIDI music generation

Reference TF/Keras implementation

StyleGAN / StyleGAN2

Reference paper 1 2 Reference TF implementation

Improve next-frame prediction with ConvLSTM

Current example

Recommendations:

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

Text-to-speech

Example TF2/Keras implementation

Speech recognition

Example TF2/Keras implementation