Compatible with Keras?

[andreaskeviin]

I'm wondering if this is compatible with Keras

Also, I'm a bit confused on using this optimizer, is it just a drop in replacement for adam?
for example,

import madgrad

opt = Madgrad(lr=0.001)

[adefazio]

Currently there is no Tensorflow/Keras implementation, but pull requests are welcome. Yes it is a drop-in replacement for Adam, although the learning rate and weight decay will need to be changed, it won't work well at Adam defaults.