nshconfig

Fully typed configuration management, powered by Pydantic

Contents

• Installation
• Basic Usage
• Features
  • Draft Configs
  • Configuration Formats
  • Dynamic Type Registry
  • Configuration Codegen
  • MISSING Constant
  • PyTorch Lightning Integration
• Contributing
  • Development Setup
  • Running Tests
  • Building Documentation

Motivation

nshconfig extends Pydantic to provide enhanced configuration management features, particularly focused on:

• Maintaining strongly typed configuration hierarchies

• Supporting dynamic configuration systems and plugins

• Streamlining parameter management for complex experiments

• Providing better IDE support and type checking

• Enabling clean integration with ML frameworks

While Pydantic provides excellent core functionality for data validation, nshconfig adds specialized features for handling complex configuration scenarios and experimental workflows.

Credit

nshconfig is built on top of the incredible pydantic library. Massive credit goes to the pydantic team for creating such a powerful and flexible tool for data validation and settings management.

License

nshconfig is open-source software licensed under the MIT License.