Paweł Redzyński

I wonder how we could integrate this functionality whit DVC. In our designated workflow, the training code reads the params, so that DVC can take control over params files. When...

@daavoo That would work only in integrations, right?

@dberenbaum I think leaving particular implementations for our users is a good idea, those are easy tasks. Writing tests might be harder, but I guess we can help users write...

Makes sense, I will get to that once I am done with supporting `dvclive` outputs caching

@dberenbaum Yes, after digging through documentation, it seems to me that in general, learning algorithms divide to those which utilize `fit` method and both `fit` and `partial_fit`. It does not...

@daavoo Thats a great news! Can we do something to help with that pull request?

@daavoo That is right, in the beggining we intended it to be an umbrella issue, since singular implementations seemed like easy tasks. As `sklerarn` example shows, we should probably track...

As to problems: Related: #81 - both in this issue and here we need to come up with a way to store the data in a structured way. Maybe summary...

> I think that a structured summary would be a great idea and it would make the summary easier to extend for future ideas/feature requests. Yeah, but before implementing that...

@dberenbaum wouldn't that mean that we would somehow need to spercify what does "the best" mean?