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LinearRegressor

This program is a type of machine learning known as Linear Regression, possibly one of the simplest models of machine learning. I've hard coded this program to learn a very basic task, which is number prediction, so feeding it the input 1, outputs 2, input 2, outputs 3, and so on.. Keep in mind that Regressors are limited, they can only learn tasks which have a upward trend, such as house prices.

A Linear Regressor looks like this as a formal definition:

f(x) = x * w + b;

Which looks like this on the graph:

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