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Completed necessary updates to ymls#20

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Commits

Commits on Dec 29, 2024

• Completed necessary updates to ymls

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Commits on Dec 30, 2024

• Corrected error in conda.yml for numpy

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• another correction to numpy in conda file

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• Updated main.py and config to correct basic_cleaning location

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• Update main.py and test_data for test data step

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• corrected code with a comma before kl_threshold

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• updated scipy dependency to >=1.7 to be compatible with python 3.10

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• updated pytest in conda to be >=7.0.0 to be compatible with python 3.10

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• Correct clean_sample.csv name

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• updated src to be cleaned_data.csv instead of clean_sample.csv

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• grammar correction to reference file

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• Update main.py for test split

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• Update run.py to train the random forest

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• Updated main.py to incorporate Random Forest training step

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• add validation for data types due to error on mlflow run

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• Updated to preprocess x value since mixed data types caused errors in the flow

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• update main.py for test model

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• corrected test location

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• added .csv to prod reference

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• corrected issues with model name

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• changed scikit learn dependency version to 1.3.2 to match what model was trainied On

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• Updated config for model parameters

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• updated w&b link in readme

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• udpated root readme with git hub and w&b urls

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