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Tutorials

Before You Begin

Before reading tutorials in this tab, you may need to first check the Get Started tab to follow the Installation guidance to install the latest tinybig and its dependency packages.

Also you are recommended to read the Quickstart Tutorial to get familiar with the basic modules and models provided in the tinyBIG toolkit before reading tutorials in this tab.

The tutorials in this tab are primarily prepared based on the RPN paper. We recommend reading that paper first for detailed technical information about the RPN model and tinyBIG toolkit.

Tutorial Organization

The tutorials are organized into two sections.

  • Beginner's Tutorials

    The Beginner's Tutorials focus on the fundamental concepts, components, modules, models and tasks about the RPN model, which are organized as follows:

    1. Tutorials on component functions.
    2. Tutorials on RPN model building.
    3. Tutorials on the datasets.
    4. Tutorials on function learning tasks.

    Get started

  • Advanced Tutorials

    The Advanced Tutorials focus on more advanced topics about RPN related to the state-of-the-art deep function learning techniques and tasks.

    The advanced tutorials are still in development, which will be released when they are ready.

    More information...