I am working on a python 3 project where I use deap and sympy. I set the seed to a fixed value after I imported the random module in the main file.py that I execute in order to have a reproductible code. but then I found out that I do not obtain the same results after I run it more than once (deap uses a lot of random numbers), when I tracked the bug I found that it's in the sympy parsing function sympy.parsing.sympy_parser.parse_expr used to transform a string to a sympy expression. I am pretty sure sympy is messing with the random seed but I have no idea how to rectify it. Any suggestions or ideas would be appreciated and let me know if the problem described is clear or not. Thanks!
Sympy changes the random seed
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Update: As oscar said, apparently this was a bug that was fixed so all I needed to do was to update
sympyto its latest version. If you already have Anaconda and want to update SymPy run the command: