.. Created by Adam Cunnningham on Mon May 30 2016.

**Week 11: November 7 - 11**
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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**

Quiz 9: Images
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- The RGB color model
- NumPy 3D color arrays
- **imread**
- **imsave**
- **imshow**

:download:`Sample Quiz 9 <../Quizzes/Quiz9Sample.pdf>`

Report 8
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:doc:`random_numbers`