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MachineLearningNotebooks/how-to-use-azureml/automated-machine-learning/automl_env_linux.yml

34 lines
882 B
YAML

name: azure_automl
channels:
- conda-forge
- pytorch
- main
dependencies:
# The python interpreter version.
# Currently Azure ML only supports 3.6.0 and later.
- pip==20.2.4
- python>=3.6,<3.9
- boto3==1.20.19
- botocore<=1.23.19
- matplotlib==3.3.4
- numpy==1.19.5
- cython==0.29.14
- urllib3==1.26.7
- scipy>=1.4.1,<=1.5.2
- scikit-learn==0.22.1
- py-xgboost<=1.3.3
- holidays==0.10.3
- conda-forge::fbprophet==0.7.1
- pytorch::pytorch=1.4.0
- cudatoolkit=10.1.243
- pip:
# Required packages for AzureML execution, history, and data preparation.
- azureml-widgets~=1.40.0
- pytorch-transformers==1.0.0
- spacy==2.2.4
- pystan==2.19.1.1
- https://aka.ms/automl-resources/packages/en_core_web_sm-2.1.0.tar.gz
- -r https://automlsdkdataresources.blob.core.windows.net/validated-requirements/1.40.0/validated_linux_requirements.txt [--no-deps]
- arch==4.14