Is SGD used in machine learning libraries? SGD (Stochastic Gradient Descent) is used in most libraries of different programming languages. Is it also used in machine learning libraries?
Big yes. 

In fact, gradient descent is one of the fundamental tools used by many supervised learning models.

You can check out a very nice docs page about how it is used in scikit-learn.