After i edit an imported module and reimport it, the modifications don’t demonstrate up. Why does this occur?¶
I've a regression difficulty and I need to convert a lot of categorical variables into dummy info, which is able to produce about two hundred new columns. Need to I do the function collection prior to this phase or after this action?
In any case, the attributes reduction technics which embedded in some algos (much like the weights optimization with gradient descent) provide some solution for the correlations concern.
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Python makes use of dynamic typing, and a combination of reference counting and also a cycle-detecting rubbish collector for memory administration. In addition it characteristics dynamic identify resolution (late binding), which binds technique and variable names throughout program execution.
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user211037 3923611 two The use of "from numpy import *" is a nasty observe. It pollutes the global namespace. "import numpy as np" is better. When you've got distinct capabilities you employ a lot, and also you are Weary of writing np.
I've a dataset which includes each categorical and numerical features. Really should I do feature range prior to a person-sizzling encoding of categorical features or following that ?