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random-seed

random.seed(): What does it do?

August 20, 2022 by Magenaut

I am a bit confused on what random.seed() does in Python. For example, why does the below trials do what they do (consistently)?

Categories Python, Q&A Tags python, random, random-seed Leave a comment

Differences between numpy.random and random.random in Python

August 17, 2022 by Magenaut

I have a big script in Python. I inspired myself in other people’s code so I ended up using the numpy.random module for some things (for example for creating an array of random numbers taken from a binomial distribution) and in other places I use the module random.random.

Categories Python, Q&A Tags python, random, random-seed Leave a comment

Which seeds have to be set where to realize 100% reproducibility of training results in tensorflow?

August 15, 2022 by Magenaut

In a general tensorflow setup like

Categories Python, Q&A Tags python, random-seed, tensorflow Leave a comment

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