This function returns a list of supported optimizers in the ngme package.
The optimizers are categorized into three groups:
Gradient descent:
"sgd","momentum","adaptive_gd"Adaptive learning rate:
"adagrad","rmsprop","adam","adamW"Preconditioner:
"precond_sgd","bfgs"