PHY 7097 "Machine Learning"
Fall 2022
 
Final Project Assignments

Rubric (30 pts total):

• Introducing the topic [10]: what is the question we are trying to answer? Why is it important? Previous approaches - pros and cons. Why do we expect a (new) ML method would help in this case?
• Machine learning aspect [10]: what ML technique was applied, what dictated the choice of this particular technique, rough description of the technique, choice of hyperparameters, training/validation (if applicable), results, conclusions.
• Overall impression [5] and time management [5]: optimal mix of text/graphics/formulas, no spelling and grammar mistakes, appropriate font size, labelling the plots/axes, effective use of color/illustrations; finish within the alloted time of 20 min. (including 3 min for questions and discussion).