jupyter_demonstrations

Random jupyter notebooks to share. Mostly data analysis & machine learning. Those in Russian typically accompany Habr.com posts.

• amazon_reviews_logit_tfidf.ipynb - a tutorial on text classification
• playboy_outliers_[russian].ipynb – supplement notebook to the Habrahabr post "Необычные модели Playboy, или про обнаружение выбросов в данных c помощью Scikit-learn".
• beautiful_legs_[russian].ipynb – supplement notebook to the Habrahabr post "Python и красивые ножки: как я бы знакомил сына с математикой и программированием".
• brexit_significance_[russian].ipynb – just showing the example when with large datasets some statisical criteria are not that useful.