<commit_before>SciPy 2015 Scikit-learn Tutorial
================================

Based on the SciPy [2013 tutorial](https://https://github.com/jakevdp/sklearn_scipy2013) by [<NAME>oquaux](http://gael-varoquaux.info), [<NAME>](http://ogrisel.com) and [<NAME>](http://jakevdp.github.com
).

Instructors
-----------
- [<NAME>](https://kastnerkyle.github.io/)  [@kastnerkyle](https://twitter.com/kastnerkyle)- Université de Montréal
- [<NAME>](http://amuller.github.io) [@t3kcit](https://twitter.com/t3kcit) - NYU Center for Data Science


This repository will contain files and other info associated with our Scipy
2015 scikit-learn tutorial.

Parts 1 to 5 make up the morning session, while
parts 6 to 9 will be presented in the afternoon.

Installation Notes
------------------

This tutorial will require recent installations of *numpy*, *scipy*,<commit_msg>fix typo in link to 2013 tutorial<commit_after>SciPy 2015 Scikit-learn Tutorial
================================

Based on the SciPy [2013 tutorial](https://github.com/jakevdp/sklearn_scipy2013) by [<NAME>](http://gael-varoquaux.info), [<NAME>](http://ogrisel.com) and [<NAME>](http://jakevdp.github.com
).

Instructors
-----------
- [<NAME>](https://kastnerkyle.github.io/)  [@kastnerkyle](https://twitter.com/kastnerkyle)- Université de Montréal
- [<NAME>](http://amuller.github.io) [@t3kcit](https://twitter.com/t3kcit) - NYU Center for Data Science


This repository will contain files and other info associated with our Scipy
2015 scikit-learn tutorial.

Parts 1 to 5 make up the morning session, while
parts 6 to 9 will be presented in the afternoon.

Installation Notes
------------------

This tutorial will require recent installations of *numpy*, *scipy*,
{'fraction_non_alphanumeric': 0.1943155452436195, 'fraction_numerical': 0.027842227378190254, 'mean_word_length': 4.275229357798165, 'pattern_counts': {'":': 0, '<': 13, '<?xml version=': 0, '>': 13, 'https://': 9, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '4950396', 'n_tokens_mistral': 597, 'n_tokens_neox': 535, 'n_words': 153}