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In spite of everything, the capabilities reduction technics which embedded in certain algos (like the weights optimization with gradient descent) offer some solution for the correlations issue.
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Map the feature rank on the index from the column title with the header row about the DataFrame or whathaveyou.
Understand *args and **kwargs in Python 3 And the way they allow you to take arbitrary range of parameters