Hall - Probability theory using pythonic and (almost) mathematical notation.
Project description
Probability theory using pythonic and (almost) mathematical notation.
Help
See documentation for more details.
A simple example: Intelligence quotient
>>> 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%.
A simple example: Monty Python Hall
TODO
Contributing
For guidance on setting up a development environment and how to make a contribution to hall, see Contributing to hall.
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