Integrate with Matplotlib¶
Comet integrates with Matplotlib to let you upload figures and plots.
After creating the figure in Matplotlib, just call Experiment.log_figure().
Info
Plots and figures uploaded using that method will be available under the Graphics tab in the Experiment view.
End-to-end example¶
import matplotlib as mpl
mpl.use('TkAgg')
# mpl.use('Agg') if you are on a headless machine
import matplotlib.pyplot as plt
import numpy as np
from comet_ml import Experiment
experiment = Experiment(project_name="matplotlib")
t = np.arange(0.0, 2.0, 0.01)
s = 1 + np.sin(2*np.pi*t)
plt.plot(t, s)
plt.xlabel('time (s)')
plt.ylabel('voltage (mV)')
plt.title('About as simple as it gets, folks')
plt.grid(True)
experiment.log_figure(figure=plt)
Sep. 19, 2023