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- If you're developing your ML model in a Jupyter notebook, you can configure the workflow with the notebook path to execute. In this case, the Github Action will:
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- Install the required packages in your requirements.txt file on a Github worker machine
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- Run your configured Jupyter notebook file on the worker machine's from-scratch environment
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- Run your configured Jupyter notebook file on the worker machine's from-scratch environment
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If not and if you have an already saved model checked-in to your repository, you can configure the workflow with the existing model file path.
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In both scenarios, the Github Action will then:
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- Take the ML model file from the configured path and upload it to your data collection at Algorithmia
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- Copy your inference (algorithm) script to your algorithm repository

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