https://github.com/yorko/jupyter_demonstrations

Random jupyter notebooks on data analysis and machine learning
https://github.com/yorko/jupyter_demonstrations

data-analysis fun habrahabr-posts ipynb jupyter-notebook machine-learning pandas python russian scikit-learn visualization

Last synced: 3 months ago
JSON representation

Random jupyter notebooks on data analysis and machine learning

• Host: GitHub
• URL: https://github.com/yorko/jupyter_demonstrations
• Owner: Yorko
• Created: 2016-01-26T21:04:29.000Z (almost 9 years ago)
• Default Branch: master
• Last Pushed: 2018-11-23T11:08:28.000Z (about 6 years ago)
• Last Synced: 2024-10-11T15:40:59.514Z (3 months ago)
• Topics: data-analysis, fun, habrahabr-posts, ipynb, jupyter-notebook, machine-learning, pandas, python, russian, scikit-learn, visualization
• Language: Jupyter Notebook
• Homepage:
• Size: 3.83 MB
• Stars: 14
• Watchers: 3
• Forks: 23
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# jupyter_demonstrations

Random jupyter notebooks to share. 

Mostly data analysis & machine learning. 

Those in Russian typically accompany [Habr.com](www.habr.com) posts. 

- [amazon_reviews_logit_tfidf.ipynb](http://nbviewer.jupyter.org/github/Yorko/jupyter_demonstrations/blob/master/amazon_reviews_logit_tfidf.ipynb) - a tutorial on text classification

- [playboy_outliers_[russian].ipynb](http://nbviewer.jupyter.org/github/Yorko/jupyter_demonstrations/blob/master/playboy_outliers_%5Brussian%5D.ipynb) –  supplement notebook to the Habrahabr post ["Необычные модели Playboy, или про обнаружение выбросов в данных c помощью Scikit-learn"](https://habrahabr.ru/post/251225/).

- [beautiful_legs_[russian].ipynb](http://nbviewer.jupyter.org/github/Yorko/jupyter_demonstrations/blob/master/beautiful_legs_%5Brussian%5D.ipynb) – supplement notebook to the Habrahabr post ["Python и красивые ножки: как я бы знакомил сына с математикой и программированием"](https://habrahabr.ru/post/275963/). 

- [brexit_significance_[russian].ipynb](http://nbviewer.jupyter.org/github/Yorko/jupyter_demonstrations/blob/master/brexit_significance_%5Brussian%5D.ipynb) – just showing the example when with large datasets some statisical criteria are not that useful.