[DOC] Improving API doc html page

[bruAristimunha]

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[Copilot]

Pull Request Overview

This PR improves API documentation by adding comprehensive module docstrings, enhancing dataset class documentation, and reorganizing the documentation structure for better HTML page generation.

• Adds standardized module docstrings with author, license, and purpose information across all modules
• Enhances dataset class documentation with rich metadata, usage examples, and improved Sphinx formatting
• Removes test dataset from CSV and updates documentation build processes

Reviewed Changes

Copilot reviewed 27 out of 29 changed files in this pull request and generated 1 comment.

Show a summary per file

File	Description
pyproject.toml	Adds graphviz dependency for documentation
Multiple .py files	Adds standardized module docstrings with author/license headers
eegdash/dataset/registry.py	Replaces simple docstring generation with comprehensive rich docstrings including examples and metadata
eegdash/features/serialization.py	Improves docstring formatting and cross-references
eegdash/api.py	Enhances EEGDashDataset class examples with detailed usage patterns
docs/ files	Updates documentation structure, URLs, and build configuration
Dataset documentation files	Adds new dataset page generation and removes test data

Comments suppressed due to low confidence (1)

eegdash/dataset/registry.py:1

• There's a grammatical error in the caption text. It should be 'more details are in the NeMAR documentation' or 'more details available in the NeMAR documentation'.

from __future__ import annotations

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