Demos of Function Approximation
===============================

Here are some demos of learning functions.

Function approximation
----------------------

.. toctree::
   :maxdepth: 1

   function/func
   function/dataset

Uncertainty quantification
--------------------------

- `Learning a function with uncertainty quantification <https://github.com/lululxvi/deepxde/blob/master/examples/function/func_uncertainty.py>`_

Multi-fidelity learning
-----------------------

- `Multi-fidelity learning from the formulas <https://github.com/lululxvi/deepxde/blob/master/examples/function/mf_func.py>`_
- `Multi-fidelity learning from a dataset <https://github.com/lululxvi/deepxde/blob/master/examples/function/mf_dataset.py>`_