Project that uses the data set of SF's crime published in kaggle and tries to predict the category of the crime: https://www.kaggle.com/c/sf-crime
- scrape_climate_info.py : web scraping for feature engineering: From wunderground.com and timeanddate.com 1) Precipitation average 2) Temperature average 3) Moisture average 4) Wind averege 5) Sunset time (hour and min) 6) Sunrise time (hour and min)
san_francisco_exploration_fe.ipynb : Data exploration and feature engineering
ml_sanfrancisco.ipynb : machine learining and submissions (work in progress !!)