toqito.matrix_ops.perturb_vectors
=================================

.. py:module:: toqito.matrix_ops.perturb_vectors

.. autoapi-nested-parse::

   Perturb vectors is used to add a small random number to each element of a vector.

   A random value is added sampled from a normal distribution scaled by `eps`.





Module Contents
---------------

.. py:function:: perturb_vectors(vectors, eps = 0.1)

   Perturb the vectors by adding a small random number to each element.

   Example:
   ==========

   ```python exec="1" source="above"
   import numpy as np
   from toqito.matrix_ops import perturb_vectors

   vectors = [np.array([1.0, 2.0]), np.array([3.0, 4.0])]

   print(perturb_vectors(vectors, eps=0.1))
   ```

   :param vectors: List of vectors to perturb.
   :param eps: Amount by which to perturb vectors.

   :returns: Resulting list of perturbed vectors by a factor of epsilon.