Stanza 1/refactor nltk stanza #88
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Having an issue where the ingredients return "list has no split" when feeding in multiple recipes (tried 5 from the source)
Need to fix possible empty list cases in pipeline
Working in notebook, but adding the notebook to commit would result in 5 hours of compute and will run in morning
Joblib and pickle cannot handle nested functions. Added dill library to the virtual environment to address this. Caution: dill is more vulnerable to security issues but adds additional features. CountVectorization and TF-IDF now work and can be saved and logged as MLflow artifacts. Need to rerun on separate machine to test/not inhibit streaming: I noticed that the current method hits GPU performance (even affecting watching YouTube while the model runs).
MacOS GitHub Actions get counted at 10x what Linux counts as, and is therefore too expensive. Also unlikely for me to be deploying on MacOS
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