.. |dklogo| image:: ../../assets/logos/logo-black.png
   :alt: DerivKit logo black
   :width: 32px

|dklogo| Calculus
=================

Task-oriented examples for computing first and second derivatives with
:class:`~derivkit.calculus_kit.CalculusKit`.

----

.. grid:: 2
   :gutter: 2

   .. grid-item-card:: Gradient
      :link: gradient
      :link-type: doc

      First derivatives of a scalar-valued function.

   .. grid-item-card:: Jacobian
      :link: jacobian
      :link-type: doc

      First derivatives of a vector-valued function.

   .. grid-item-card:: Hessian
      :link: hessian
      :link-type: doc

      Second derivatives of a scalar-valued function.

   .. grid-item-card:: Hyper Hessian
      :link: hyperhessian
      :link-type: doc

      Third derivatives of a scalar-valued function.

.. toctree::
   :maxdepth: 2
   :hidden:

   gradient
   jacobian
   hessian
   hyperhessian