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- file: oop_intro

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- file: names

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- file: python_oop

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- file: workspace

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- caption: The Scientific Libraries

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- caption: Foundations of Scientific Computing

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numbered: true

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chapters:

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- file: need_for_speed

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- file: numpy

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- file: matplotlib

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- file: scipy

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- file: pandas

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- file: pandas_panel

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- file: sympy

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- caption: High Performance Computing

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numbered: true

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chapters:

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- file: numba

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- file: parallelization

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- file: jax_intro

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- caption: Advanced Python Programming

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- caption: Working with Data

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numbered: true

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chapters:

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- file: pandas

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- file: pandas_panel

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- caption: More Python Programming

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numbered: true

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chapters:

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- file: writing_good_code

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- file: workspace

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- file: python_advanced_features

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- file: debugging

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- file: sympy

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- caption: Other

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numbered: true

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chapters:

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@@ -712,4 +712,4 @@ solve(Eq(log_bino_diff, 0), θ)[0]

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```

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```{solution-end}

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```

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```

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