call_for_contributions.md

Call for code example contributions

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

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Transformer model for MIDI music generation

Reference TF/Keras implementation

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StyleGAN / StyleGAN2

• Reference paper 1
• 2
• Reference TF implementation

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Improve next-frame prediction with ConvLSTM

Current example

Recommendations:

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

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Text-to-speech

Example TF2/Keras implementation

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Learning to rank

Reference Kaggle competition

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Large-scale multi-label text classification

Using word bi-grams + TF-IDF + a small MLP, from raw text strings. The tokenization and extraction of TF-IDF ngrams should be done with the TextVectorization layer.

The dataset should have at least 50k samples and there should be at least a dozen of labels.

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DETR: End-to-End Object Detection with Transformers

• Reference implementation
• TF/Keras implementation