CausaLens Capstone Project

The following documents were included in this repository:

Final Report (Capstone Project CausaLens - Ana POtje.pdf & Appendix)
Jupyter notebooks (cancer regression and SHAP calculations)
Tips for SCORE metrics, linear regression, random forest regression, train/test/split
Tips for Standardizations, Cross Validation, Removing ouitliers, Scaling the data, Pairplot and SHAP

Time_Series

Python Notebooks containing TIME SERIES modelling examples Includes 2 Jupyter notebooks

Name		Name	Last commit message	Last commit date
Latest commit History 9 Commits
Time-Series		Time-Series
Capstone Project CausaLens - Ana Potje - APPENDIX.pdf		Capstone Project CausaLens - Ana Potje - APPENDIX.pdf
Capstone Project CausaLens - Ana Potje.pdf		Capstone Project CausaLens - Ana Potje.pdf
README.md		README.md
SCORE metrics.txt		SCORE metrics.txt
cancer_reg SHAP models.ipynb		cancer_reg SHAP models.ipynb
cancer_reg.ipynb		cancer_reg.ipynb
linear_reg - svr - rand_forest_and test_train_split TIPS.txt		linear_reg - svr - rand_forest_and test_train_split TIPS.txt
stand - Crossval - outliers - scaling - pairplot - shap.txt		stand - Crossval - outliers - scaling - pairplot - shap.txt