azureml-env.yml

# The python packages necessary to run AzureML_CV
#
# Install : conda env create -f environment.yml
# Update  : conda env update -f environment.yml --prune
# Remove  : conda env remove -n azureml

name: azureml
channels:
  - conda-forge
  - defaults
dependencies:
  # The python interpreter version.
  # Currently Azure ML only supports 3.5.2 and later.
  - python==3.7 # the latest python release running on dev machine
  - pip
  - pip:
    # Required packages for AzureML execution, history, and data preparation.
    - azureml-defaults
    - azureml-core
    - azureml-sdk    
    - numpy
    - requests
    - azureml-widgets
    # AML pyhton SDK Notebook additional packages
    # https://github.com/Azure/MachineLearningNotebooks
    #- azureml-automl-runtime
    #- azure-cli-core
    
    # MISC for VSCOde
    - pylint
    - autopep8
    - pyyaml  # for detectron2
    - yacs

    # Jupyter Notebook Dependencies
    - jupyter # great tool for any python project.
    - ipykernel
    - ipywidgets
    - tqdm # popular progress bar for jupyter

    # other
    - requests
    - sklearn
    - matplotlib
    - python-dotenv # processing the .env environmental variables
    - funcy
    

  ### the `nb_conda_kernels` and `ipykernel` packages are installed so that we
  ### can use Jupyter Notebooks with this environment as a kernel
  ### to install the azureml jupyter kneral for all conda environment 
  ### conda activate azureml
  ### python -m ipykernel install --user --name azureml
  ###
  ### Azure Widgets install
  ### pip install --upgrade azureml-sdk[notebooks,contrib] 
  ### conda install ipywidgets
  ### jupyter nbextension install --py --user azureml.widgets
  ### jupyter nbextension enable azureml.widgets --user --py
  ### need to restart jupyter after this