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Major refactor: Migrate to PyTorch-based implementation with comprehensive testing

  • Migrate from NumPy/SciPy to PyTorch for GPU acceleration
  • Add a comprehensive test suite with 42 tests covering all components
  • Implement modern Python packaging with pyproject.toml
  • Add GPU/CPU device management utilities
  • Improve numerical stability in multivariate likelihood computations
  • Add extensive documentation and examples
  • Remove legacy Cython dependencies
  • Fix dependency version conflicts and Python compatibility
  • Add comprehensive type hints and modern Python features

…nsive testing

- Migrate from NumPy/SciPy to PyTorch for GPU acceleration
- Add comprehensive test suite with 42 tests covering all components
- Implement modern Python packaging with pyproject.toml
- Add GPU/CPU device management utilities
- Improve numerical stability in multivariate likelihood computations
- Add extensive documentation and examples
- Remove legacy Cython dependencies
- Fix dependency version conflicts and Python compatibility
- Add comprehensive type hints and modern Python features
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