Overwrite previous output in jupyter notebook

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@cel is right: ipython notebook clear cell output in code

Using the clear_output() gives makes your Notebook have the jitters, though. I recommend using the display() function as well, like this (Python 2.7):

from random import uniform
import time
from IPython.display import display, clear_output

def black_box():
i = 1
while True:
    clear_output(wait=True)
    display('Iteration '+str(i)+' Score: '+str(uniform(0, 1)))
    time.sleep(1)
    i += 1

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