MLOpsPython issues

Deploy to QA and Production

Hi! It's not a issue, but I need to know how to adapt this solution to deploy this to QA and Production environments using Pipeline Release. I could follow the...

rchristofano

run.parent.log fails randomly and silently and breaks Evaluate step in pipeline

With the latest releases of AML SDK, we find line 157 in diabetes_regression/training/train_aml.py failing randomly and silently. This breaks line 122 in diabetes_regression/evaluate/evaluate_model.py. While the fix in evaluate_model.py solves the...

ciprianjichici

Lack of documentation of task "ms-air-aiagility.vss-services-azureml.azureml-restApi-task.MLPublishedPipelineRestAPITask@0"

3

This feedback pertains to "ms-air-aiagility.vss-services-azureml.azureml-restApi-task.MLPublishedPipelineRestAPITask@0" used in our MLOpsPython sample https://github.com/microsoft/MLOpsPython/blob/master/.pipelines/diabetes_regression-ci.yml#L83 See existing UserVoice for other user feedbacks: https://feedback.azure.com/forums/257792-machine-learning/suggestions/40575718-document-azure-devops-machine-learning-tasks

kawofong

Update train.py

The order of y_true, y_pred is reversed sklearn.metrics.mean_squared_error(y_true, y_pred, *, sample_weight=None, multioutput='uniform_average', squared=True)

dataubc

Trigger ML training pipeline - Custom model is not generating

1

Tried with bootstrap custom model using LSTM algorithm. Modified code train.py,train_aml.py and facing issue in Trigger ML training pipeline . It's failed and not to find extact error in training...

dhgokul

Create webapp from arm template automatically

3

This PR adds the ability to create the azure web app automatically from an ARM template (#275), so one does not have to do those manual steps. There are two...

epa095