Sets up Sphinx documentation infrastructure for generating
comprehensive API documentation and user guides.
Sphinx Configuration (docs/conf.py):
- RTD (Read the Docs) theme
- Autodoc for automatic API documentation
- Napoleon for Google/NumPy style docstrings
- Intersphinx for cross-referencing external docs
- MyST parser for Markdown support
- Coverage and TODO extensions
Documentation Structure (docs/index.rst):
- Getting Started guides
- User Guide sections
- API Reference structure
- Development documentation
- Quick links and features overview
- System requirements
- Quick start examples
Build System (docs/Makefile):
- Standard Sphinx build targets
- HTML output generation
- Clean and build commands
Planned Documentation:
- Installation guide
- Quickstart tutorial
- Pipeline documentation
- Model architecture guides
- Configuration reference
- Distributed training guide
Build Commands:
- make html # Build HTML documentation
- make clean # Clean build directory
- make html-open # Build and open in browser
Benefits:
- Professional API documentation
- Searchable reference material
- Improved discoverability
- Better user onboarding
- Integration with Read the Docs
