Applied Logistic Regression implementation for Kaggle Avazu CTR competition. Logistic regression utilized Follow the regularized leader optimization technique.
Link to Kaggle dataset, and description of data and objectives.
Link to research paper written by Google for use case of FTRL for logistic regression classification for CTR data: https://research.google.com/pubs/pub41159.html
The script can be ran via the terminal once the dataset paths have been specified. It is recommended to ru the script using pypy http://pypy.org/