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How Does Sci-Kit Learn Train Regression Neural Networks (MLPRegressor) So Fast?

Data Science Asked on May 7, 2021

Why does using the scikit-learn library’s MLPRegressor result in such a boost in training time when compared to constructing the network from scratch? I tried both methods and I found that writing the code from scratch yielded an average training time of ~10 seconds while Sci-Kit Learn trained almost instantly?

One Answer

Scikit-learn use numpy and cython to speed-up code.

Correct answer by Brian Spiering on May 7, 2021

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