I’ve been curating a list of popular machine learning algorithms, models or estimators in a single table as a handy cheat sheet. Each of them has attached reference links for quick look up. So far, my resources are Microsoft Azure ML, Scikit-learn, Tensorflow, and Wikipedia. I will be adding more variants of these algorithms and models with specific reference frequently. Moreover, I will add pros and cons of each one of them based on accuracy, complexity, interpretability etc.