Loss functions, equations and use in pytorch explained (+ creating custom loss functions).
Don’t seperate loss functions from models. Blogpost
Loss functions typically measure how well a model is able to recreate a pattern - they are syntactic criterions.
zero-one loss
quadratic loss
negative log-likelihood loss
cross-entropy loss
mean absolute error
mean squared error
focal loss
dice loss