.. dual_autodiff documentation master file, created by
   sphinx-quickstart on Sun Nov 17 20:14:35 2024.
   You can adapt this file completely to your liking, but it should at least
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dual_autodiff Package
========================

Welcome to the documentation for version |version| of the Dual Autodiff package.

Recent Updates - Version v1.1.0
--------------------------------

- **Enhanced Mathematical Functions**: All mathematical functions such as ``sin``, ``cos``, ``tan``, ``exp``, ``log``, ``sqrt``, and more are now fully compatible with ``numpy`` arrays of dual numbers .
- **Advanced Auto-differentiation Functions**: Extended ``auto_diff`` to be fully compatible with ``numpy`` arrays, enabling automatic differentiation over arrays of dual numbers.
- **Multi-Function Differentiation**: Introduced the ``multi_auto_diff`` function, allowing users to evaluate multiple functions and their derivatives at once, and even over a range (array) of points.
- **Advanced Error Handling and Testing**: Improved error handling mechanisms and added comprehensive test coverage to ensure robustness and reliability.


.. toctree::
   :maxdepth: 2
   :caption: Contents:

   RTDtext
   api_reference