Small program that crawls movies directly from imdb.com (or using API from http://www.omdbapi.com), preprocesses the data and trains ML models to predict movies' rating.

python 3 and sklearn, scrapy

"scrapy crawl imdb" in "crawler" folder to start crawling.

run_models() to run machine learning models once on train set and test set run_experiment() to run models 20 times and get the result run_optimize_params() to optimize machine learning models' parameters run_demo() to run demo on some example data records (put them in example.json) ("python run.py" to execute)