SymPy has multi precision floating point numbers and also rational
numbers implemented. Pythonic floats are usually automagically
transformed into the SymPy floats but even then some of the functions
in sympy can be sensitive to numerical noise. Thus, yes, sometimes
SymPy does not play nice with floats.

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