title: Is the predict_proba method of scikit learn's SGDClassifier thread safe?
body: <p>I would like to expose a model built using sklearn.linear_model.SGDClassifier through a web API. Every web request would call into the predict_proba method of the model, however I will have just one instance of the model in the process, due to performance and consistency reasons; it would get created when the web application starts and start serving requests once the training completes. This raises the question - is the predict_proba method of the model actually thread safe?</p>
  
  <p>Any help will be much appreciated. Thank you.</p>