This is really exciting. I can see you're using autosklearn as the base, which I consider a smart decision.
The code looks straightforward, which is great. One thing that I noticed in your branch is that your engine is kind of duplicated, in the public-engines root folder and also in the python-toolbox/management/templates folder. I'm not sure I follow the idea of creating a new engine template specific for automl. I think the engine template would be the same we have for any kind of engine, with the difference that the algorithm being used is from an automl package. Other than that I think some attention to the README on the root of your public engine would help us and whoever wants to use this engine as a base to understand your decisions and the specificities of your solution. Great work, I hope to see an MR for it soon, Best, Lucas On Tue, Sep 10, 2019 at 7:29 PM Daniel Takabayashi < daniel.takabaya...@gmail.com> wrote: > Hi Lucas, > > Awesome that you guys are trying to bring autoML inside Marvin. > Could you explain the implementation and tools did you used to get the > automl solution working inside Marvin? > > Thanks, > Taka > > Em ter, 10 de set de 2019 às 13:28, Wei Chen <weic...@apache.org> > escreveu: > > > That's will be nice. > > I am not able to see your attached images btw. > > > > Best Regards > > Wei > > > > On Wed, Sep 11, 2019 at 2:29 AM Lucas Cardoso Silva < > > cardosolucas61....@gmail.com> wrote: > > > > > Hi guys. > > > > > > We at B2W-UFSCar Lab have been studying AutoML and have developed a > > > prototype AutoML engine for Marvin, trying to understand it better. > > > > > > What do you think about integrating this engine into Marvin? There is > an > > > open issue about this: > > > > > > https://issues.apache.org/jira/projects/MARVIN/issues/MARVIN-46?filter=allopenissues > > > > > > Here are some print screens to show you the basic idea: > > > > > > - marvin1.png: CLI command to create a new AutoML project > > > - marvin2.png: Dialog to select the desired library to install > > > - marvin3.png: Notebook running a sample AutoML trainer > > > > > > If you want to take a look in the current prototype, it is on a local > > fork > > > of GitHub "dev" branch: > https://github.com/cardosolucas/incubator-marvin > > > > > > Iris example engine: > > > > > > https://github.com/cardosolucas/incubator-marvin/tree/develop/public-engines/iris-automl-engine > > > > > > Thanks, > > > Lucas. > > > > > > > > > > > >
