todo.md

To-Do List

🛠️ Pending Tasks

• Import the package to ReadTheDocs for automatic documentation generation.
• Create a Docker container to simplify contributions and setup.
• Refactor to inherit extract_features from allfeatures in other classes, if applicable.
• Set up Continuous Integration (CI) for automated testing and checks.
• Optimize performance:
  • Use profiling tools to identify bottlenecks.
  • Implement multiprocessing where possible to enhance computation speed.

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✅ Completed Tasks

• Create a requirements.txt file.
• Write a README.md file.
• Add a notebooks directory for quickstart examples.
• Ensure the main script processes the entire DataFrame and utilizes all available classes.
• Add a script to rename columns for consistency (e.g., close/CLOSE → Close).
• Write unit tests for the allfeatures class.
• Move price change functionality to the main script and pass it to other classes (e.g., volume_features, price_features).
• Select an appropriate license using choosealicense.com.
• Add a MANIFEST.in file.
• Write a setup.py file for package installation.
• Include a pyproject.toml file.
• Integrate numba for performance improvements.