Basic Examples
==============

Simple examples to get started with FIT.

XOR Problem
-----------

Solving the classic XOR problem with FIT:

.. literalinclude:: ../../examples/basic/xor_example.py
   :language: python
   :caption: XOR Classification

Linear Regression
------------------

Simple linear regression example:

.. literalinclude:: ../../examples/basic/linear_regression.py
   :language: python
   :caption: Linear Regression

MNIST Classification
--------------------

Handwritten digit classification:

.. literalinclude:: ../../examples/basic/mnist_example.py
   :language: python
   :caption: MNIST Classification

Binary Classification
---------------------

Simple binary classification example:

.. literalinclude:: ../../examples/basic/binary_classification.py
   :language: python
   :caption: Binary Classification