Tutorials

These tutorials will acquaint you with all of the essential functionality of hydra-zen and Hydra. They require no prior experience with these tools. Our tutorials guide you with explicit, concrete steps through the process of creating and launching a Python application that is configurable, reproducible, and scalable.

Note

These tutorials focus solely on practical steps towards concrete outcomes, and thus they do not explain how Hydra and hydra-zen work. To gain a deeper understanding of the technical details here, please refer to the Reference section of our documentation. Each page includes extensive examples and explanations.

Contents:

• Create and Launch a Basic Application with Hydra
• Add a Command Line Interface to Our Application
• Design a Hierarchical Interface for an Application
• Provide Swappable Configuration Groups
• Inject Novel Functionality via the Application’s Configurable Interface
• Configure and Run scikit-learn’s Classifier Comparison Example
• Run Boilerplate-Free ML Experiments with PyTorch Lightning & hydra-zen

Tip

Did you enjoy these tutorials? Consider ⭐ giving us a start on GitHub ⭐ to help others find this project.