Hello, I'd like to build a system that leverages semi-online updates and I wanted to use stochastic gradient descent. However, after looking at the documentation it looks like that method is deprecated. Is there a reason why it was deprecated? Is there a planned replacement? As far as I know L-BFGS cannot perform online updates (at least not in the code I read). Any help would be appreciated!
Thanks.
