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loretoparisi/python_randomness.py

Created April 8, 2019 22:36
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Python Randomness - Reproducibility isn't a requirement, it's a necessity!
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python_randomness.py
# Set the seed for hash based operations in python
os.environ['PYTHONHASHSEED'] = '0'
seed=1234
# set the seed for random number generator
rn.seed(seed)
# Set the numpy seed
np.random.seed(seed)
# Set the random seed in tensorflow at graph level
tf.random.set_seed(seed)
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Source: Captcha Cracker, https://colab.research.google.com/drive/16y14HuNd8rl_2WhUZMi33SrKZ1XIc5cy#scrollTo=YAUwJF4TdVj4

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