Automate ML Workflow

Code relating to the article How To Automate and Simplify Your Machine Learning Experiment Workflow Link to article: https://towardsdatascience.com/how-to-automate-and-simplify-your-machine-learning-experiment-workflow-2be19f4aaa6

How to use this repo:

1. To run all experiments use: bash loop.sh
2. To run individual experiments use: python argparse_automate.py --dim_red_type "pca" --n_comp 10 --classifier "svc"

The results (accuracy scores) are saved in a text file in nested folders (output folder) titled with the same arguments used to run the code.