pyepo.data.shortestpath
=======================

.. py:module:: pyepo.data.shortestpath

.. autoapi-nested-parse::

   Synthetic data for Shortest path problem



Functions
---------

.. autoapisummary::

   pyepo.data.shortestpath.genData


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

.. py:function:: genData(num_data, num_features, grid, deg=1, noise_width=0, seed=135)

   A function to generate synthetic data and features for shortest path

   :param num_data: number of data points
   :type num_data: int
   :param num_features: dimension of features
   :type num_features: int
   :param grid: size of grid network
   :type grid: int, int
   :param deg: data polynomial degree
   :type deg: int
   :param noise_width: half witdth of data random noise
   :type noise_width: float
   :param seed: random seed
   :type seed: int

   :returns: data features (np.ndarray), costs (np.ndarray)
   :rtype: tuple