jupyter_demonstrations

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

• amazonreviewslogittfidf.ipynb - a tutorial on text classification
• [playboyoutliers[russian].ipynb](http://nbviewer.jupyter.org/github/Yorko/jupyterdemonstrations/blob/master/playboyoutliers%5Brussian%5D.ipynb) – supplement notebook to the Habrahabr post "Необычные модели Playboy, или про обнаружение выбросов в данных c помощью Scikit-learn".
• [beautifullegs[russian].ipynb](http://nbviewer.jupyter.org/github/Yorko/jupyterdemonstrations/blob/master/beautifullegs%5Brussian%5D.ipynb) – supplement notebook to the Habrahabr post "Python и красивые ножки: как я бы знакомил сына с математикой и программированием".
• [brexitsignificance[russian].ipynb](http://nbviewer.jupyter.org/github/Yorko/jupyterdemonstrations/blob/master/brexitsignificance_%5Brussian%5D.ipynb) – just showing the example when with large datasets some statisical criteria are not that useful.