Udacity Machine Learning Nanodegree (MLND) capstone project

2017, Jan Engelke

Dependence of the soiling rate of solar concentrators on weather parameters

Files:

• capstone_report_udacity.pdf -------- contains the final the capstone report (right-click, save as)
• XGBoost_DayWise_udacity.ipynb --- contains code, calculations and all plots used in the report
• main.py and ------------------------- contains helper functions such as splits, fit/predict, scores, learning curves etc.
• TSAPipe.py --------------------------- contains helpter plot functions like NaN plots, feature distribution plots etc.

The other files provide visualizations and were taken and modified from the MLND.