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Hall - Probability theory using pythonic and (almost) mathematical notation.

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Probability theory using pythonic and (almost) mathematical notation.


See documentation for more details.

A simple example: Intelligence quotient

>>> from hall import P, E, Std, Normal, sample
>>> IQ = ~Normal() * 100 + 15
>>> E[IQ]
>>> Std[IQ]
>>> P(IQ >= 130)
>>> 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%.

A simple example: Monty Python Hall



For guidance on setting up a development environment and how to make a contribution to hall, see Contributing to hall.

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