Collection Number C19011
Collection Date -
Collection Type Course
PSI 2018/2019 - Machine Learning (Hayward Sierens)

PSI 2018/2019 - Machine Learning - Lecture 4

Lauren Hayward Perimeter Institute for Theoretical Physics

Training, validation and testing datasets; methods that prevent overfitting; using supervised neural networks to classify phases of matter (classical Ising model, classical Ising gauge theory)