Add type hints, assertions, and minor refactorings #196
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This commit introduces type hints, assertions, and minor code refactorings across multiple modules to enhance type safety and code readability. It updates type annotations, adds necessary assertions, improves list initializations, and removes redundant code. Additionally, the commit upgrades dependencies in the `pyproject.toml` file.
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