Thank you for pointing this out. This is the code block which includes the 
first appearance of the keyword `logical_not`.

BTW, why can't the ~ operator be tested equal to 'np.invert', as shown below:

``` 
In [1]: import numpy as np
In [3]: np.invert is np.bitwise_not
Out[3]: True

In [4]: np.invert is ~
  File "<ipython-input-4-32abf1603b17>", line 1
    np.invert is ~
                  ^
SyntaxError: invalid syntax
```
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