Why do you and other people sometimes implement machine learning algorithms from scratch?

Writing machine learning algorithms from scratch can be a great learning experience. But not all algorithms are simple to write, some could pose a real challenge. So why does writing a machine learning algorithm from scratch makes sense? Here are the main reasons:
http://machinelearningcoding.esportsify.com/articles/news/general/4/why-do-you-and-other-people-sometimes-implement-machine-learning-algorithms-from-scratch
 

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