MLOps_VideoAnomalyDetection
MLOps_VideoAnomalyDetection copied to clipboard
Package dependency issue
I am not able to publish the pipeline into ML workspace now with the following package dependencies as specified in the code:
conda_dependencies = CondaDependencies.create( conda_packages=["cudatoolkit=10.0"], pip_packages=[ "azure-storage-blob==2.1.0", "azureml-sdk", "hickle==3.4.3", "requests==2.21.0", "sklearn", "pandas", "numpy", "pillow==6.0.0", "tensorflow-gpu==1.15", "keras", "matplotlib", "seaborn", ] )
The pip package dependencies is missing package versions, leads to failure while publish the pipeline into ML workspace.
A couple of obvious errors:
- sklearn is no longer available now
- Recurrent layer is not available with latest Tensorflow and Keras
Would be great if the code can be verified with library versions.