Analytical Gradients
====================

PyTorch analytical gradient implementations for shape, ESP, and pharmacophore alignment.
These replace autograd with hand-derived gradients for ~2–3.5x speedup.

.. automodule:: shepherd_score.score.analytical_gradients
   :members:
   :undoc-members:
   :show-inheritance: