Probability theory using pythonic and (almost) mathematical notation.
See documentation for more details.
>>> from hall import P, E, Std, Normal, sample
>>> IQ = ~Normal() * 100 + 15
>>> E[IQ]
100.0
>>> Std[IQ]
15.0
>>> P(IQ >= 130)
0.0227501319481792
>>> print("IQ test outcome:", sample(IQ))
IQ test outcome: 116.309834872963
So the chance of having an IQ (normally distributed with μ=100 and σ=15) of at least 130 is approximately 2.3%.
TODO
For guidance on setting up a development environment and how to make a contribution to hall, see Contributing to hall.
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Hall - Probability theory using pythonic and (almost) mathematical notation.
We found that hall demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 1 open source maintainer collaborating on the project.
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