.. Created by Adam Cunnningham on Sat Dec 10 2016.

**Week 12: April 17 - 21**
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Non-Uniform Random Numbers
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The most interesting and useful probability distributions are not "uniform", although we do know an exact formula for them. We would therefore like a way to generate samples from any probability distribution. This week we develop a way to do this through an appropriate transformation of a uniform random number.

NumPy
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- **random.normal**
- **random.choice**

Matplotlib
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- **contour**
- **contourf**
- **colorbar**

Quiz 11: Random Numbers
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- **random.randint**
- **random.rand**
- **random.randn**
- **random.normal**
- **random.choice**

:download:`Sample Quiz 11 <../Quizzes/Quiz11Sample.pdf>`

Report 6
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:doc:`random_numbers`