Learn how to implement SGD with momentum from scratch in Python—boost your optimization skills for deep learning.

James McCaffrey of Microsoft Research explains stochastic gradient descent (SGD) neural network ... for testing optimization algorithms. The Rastrigin function can be defined for dimension = n = 2 or ...

The demo program uses stochastic gradient descent with batch training and weight decay. Compared to other training algorithms, SGD works well with both large ... L2 regularization is simple ...