2024-heraklion-scientific-p.../notebooks/walker/Step_5_reproducibility/plotting.py

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2024-08-27 14:52:41 +02:00
import matplotlib.pyplot as plt
import numpy as np
def plot_trajectory(trajectory, context_map):
""" Plot a trajectory over a context map. """
trajectory = np.asarray(trajectory)
plt.matshow(context_map)
plt.plot(trajectory[:, 1], trajectory[:, 0], color='r')
plt.show()
def plot_trajectory_hexbin(trajectory):
""" Plot an hexagonal density map of a trajectory. """
trajectory = np.asarray(trajectory)
with plt.rc_context({'figure.figsize': (4, 4), 'axes.labelsize': 16,
'xtick.labelsize': 14, 'ytick.labelsize': 14}):
plt.hexbin(trajectory[:, 1], trajectory[:, 0], gridsize=30,
extent=(0, 200, 0, 200), edgecolors='none', cmap='Reds')
plt.gca().invert_yaxis()
plt.xlabel('X')
plt.ylabel('Y')