Code np.inf uniformly
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Description
I see at least 3 ways in which infinity is expressed in different parts of the book's code:
```
np.infty
np.inf
float("inf")
```
As a style minor suggestion, consider to use only one, like `np.inf` (or even `math.inf`).
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