/Synthetic_Tabular_Analytics

Synthetic Questionnaires are created and various machine learning algorithms are used with SHAP for analytics.

Primary LanguagePython

Run main.py







You can find SHAP tutorials and produce the output graphs for various ML algorithms here:

# For SVM, Tree, and other ML algorithms (not Neural Networks) using the wine example with graphics here:
https://towardsdatascience.com/explain-any-models-with-the-shap-values-use-the-kernelexplainer-79de9464897a

# More Elegant Charts:
https://medium.com/dataman-in-ai/the-shap-with-more-elegant-charts-bc3e73fa1c0c

# For DeepExplainer and images!
https://towardsdatascience.com/deep-learning-model-interpretation-using-shap-a21786e91d16