davidADSP/Generative_Deep_Learning_2nd_Edition

The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.

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This project helps machine learning practitioners learn and apply cutting-edge generative deep learning techniques. It provides practical code examples for building models that can create new images, text, or music. Users input training data and get working models and generated outputs, making it ideal for those wanting to experiment with artificial creativity.

1,467 stars. No commits in the last 6 months.

Use this if you are a machine learning engineer, researcher, or student looking for hands-on code examples to understand and implement various generative deep learning models from a textbook.

Not ideal if you are looking for a plug-and-play application to generate content without delving into the underlying code or the theoretical concepts of generative models.

generative AI deep learning education ML research creative AI model development
Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 25 / 25

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1,467

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577

Language

Jupyter Notebook

License

Apache-2.0

Last pushed

Jun 02, 2024

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