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The reason is that I import seaborn before I import matplotlib. This caused matplotlib not running in the right place.
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From here: RuntimeError: Invalid DISPLAY variable
import matplotlib.pyplot as plt
plt.switch_backend('agg')
I used this on a remote machine, with ssh & screen, no X forwarding.
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