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31 changes: 15 additions & 16 deletions diabetes_regression/conda_dependencies.yml
Original file line number Diff line number Diff line change
Expand Up @@ -18,23 +18,22 @@ name: diabetes_regression_training_env
dependencies:
# The python interpreter version.
# Currently Azure ML Workbench only supports 3.5.2 and later.
- python=3.7.5
# Required by azureml-defaults, installed separately through Conda to
# get a prebuilt version and not require build tools for the install.
- psutil=5.6 #latest
- python=3.7.*
- pip

- pip:
# Required packages for AzureML execution, history, and data preparation.
- azureml-model-management-sdk==1.0.1b6.post1
- azureml-sdk==1.0.74
- scipy==1.3.1
- scikit-learn==0.22
- pandas==0.25.3
- numpy==1.17.3
- joblib==0.14.0
- gunicorn==19.9.0
- flask==1.1.1
# Base AzureML SDK
- azureml-sdk==1.2.*

# Minimum required for the scoring environment. Must match AzureML SDK version.
# https://docs.microsoft.com/en-us/azure/machine-learning/concept-environments
- azureml-defaults==1.2.*

# Training deps
- scikit-learn

# Scoring deps
- inference-schema[numpy-support]
- azure

# MLOps with R
- azure-storage-blob
- azureml-dataprep