Machine Learning, Data Science, Artificial Intelligence, Towards Data Science, Deep Learning.
independent. There is no theoretical guarantee of convergence and in fact, the outcome can oscillate. The solution to this is an extensive hyperparameter-search, which sometimes may require manual intervention. An extensive hyperparameter-search on something that already takes 10 hours to run is