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need a tutorial for using logger with dagshub and mlflow

Open math4mad opened this issue 1 year ago • 4 comments

logger and mlflow is amazing dagshub is also amazing

I was wondering could be integrating them ?

math4mad avatar Jan 07 '24 01:01 math4mad

I don't know anything about DagsHub but I wonder if it doesn't just work already, as we already have some integration of MLJ with MLflow.

@pebeto may be better able to comment.

ablaom avatar Jan 07 '24 05:01 ablaom

I don't know anything about DagsHub but I wonder if it doesn't just work already, as we already have some integration of MLJ with MLflow.

so basically MLFlow is local web server , but with DagsHub it is online :

bionicbeavers's project mlflow UI

math4mad avatar Jan 07 '24 06:01 math4mad

Hello @math4mad. Thanks for your appreciation.

Our Logger implementation must work with the DagsHub MLFlow instance, because we are using its API endpoints. However, I'm not pretty sure if the artifact location and manipulation will work correctly (limitations with MLFlowClient.jl). Please share your feedback with us.

pebeto avatar Jan 07 '24 08:01 pebeto

Our Logger implementation must work with the DagsHub MLFlow instance, because we are using its API endpoints. However, I'm not pretty sure if the artifact location and manipulation will work correctly (limitations with MLFlowClient.jl). Please share your feedback with us.

I have already tried MLFlowClient.jl,it is not working for now

Integrate with DagsHub's MLflow API #35 I don't know how to pass name and token

math4mad avatar Jan 07 '24 09:01 math4mad