pyepo.data.shortestpath

Synthetic data for Shortest path problem

Functions

genData(num_data, num_features, grid[, deg, ...])

A function to generate synthetic data and features for shortest path

Module Contents

pyepo.data.shortestpath.genData(num_data, num_features, grid, deg=1, noise_width=0, seed=135)

A function to generate synthetic data and features for shortest path

Parameters:

• num_data (int) – number of data points

• num_features (int) – dimension of features

• grid (int, int) – size of grid network

• deg (int) – data polynomial degree

• noise_width (float) – half witdth of data random noise

• seed (int) – random seed

Returns:

data features (np.ndarray), costs (np.ndarray)

Return type:

tuple