Changes

2018-05-0418: Cleaned up demo_day_classifier directory and fleshed out the writeup on the page. 2018-05-16: SameWrote a script (classify_all_accelerator.py) to pull all of the unclassified accelerators from the master variable list (if they are not already in the Cohort List page), and then classify them. This works best if the creation years are provided in the Master Variable List. Started the run on the whole dataset. Also cleaned This will definitely pull up a lot of duplicate results, so it might be valuable to run a program at the end to remove duplicates. 2018-05-11/12: Ran on data, predicted html files are saved in positive directory. Also determined that the model extremely overfits, wiki, and changed more data is probably the only fix. 2018-05-06: Changed crawl_and_classify so that the html pages are separated based on what they are predicted to be. Added support for individual year searching. Started running on actual data. Tuned hyperparameters too, should save to params.txt. 2018-05-04: Same. Also cleaned up directory, wiki. Model now achieves 0.80 (+/- 0.15) accuracy.