Mlflow: Feature request : scala or R tracking api

[xmehaut]

Describe the problem

Is it planned to add Tracking API for other languages like R or Scala?
Will the MLFlow project be able to handle project in other languages too?

regards

[mateiz]

Yes, we'd like to support both of the. Do you have a specific preference / priority for these? What libraries do you want to use MLflow with in these languages?

[xmehaut]

hi
for scala/java, h2o, sparkml, keras/tensorflow
for R, the main libraries like xgboost, and so on (the cran)
it gives the idea that you could also display some results in the ui with a language agnostic graphical api derived from gnuplot for instance

Envoyé de mon iPhone

Le 3 juil. 2018 à 03:01, Matei Zaharia [e-mail] a écrit :

Yes, we'd like to support both of the. Do you have a specific preference / priority for these? What libraries do you want to use MLflow with in these languages?

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[notiv]

For R, I would probably go one level higher and “integrate” mlflow with mlr, caret, h2o, i.e. libraries that provide/ facilitate hyperparameter tuning. Just my 2 cents :-)

[smurching]

There is now a public Java & R API, so closing this issue :)