What does first principles in Matlab mean

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I was going through my review paper and I came across these
Implement the following:
- naïve Bayes classifier algorithm in Matlab from first principles
- single layer perceptron algorithm in Matlab from first principles
- linear regression in Matlab from first principles
These are simple you know how to Implement it right?
I don't understand what does first principles mean do they mean I follow the Matlab tutorial of the above three

Accepted Answer

Walter Roberson
Walter Roberson on 22 Jan 2016
In that context it pretty much means "do not call the toolbox routines that do these things: implement it yourself, based upon the mathematics"

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