<commit_before>ml-python
=========

Collective solutions for certain situations.<commit_msg>Update README.md for chapter 1 of [bml]<commit_after>ml-python
=========

Collective solutions for certain situations.

### Building Machine Learning Systems wiht Python

#### Chapter 1. Getting Started with Python Machine Learning  

* Numpy tutorial
* Scipy tutorial
* Matplotlib tutorial
* First Look example
    * Prediction for web traffic -- `/linear_model/web_traffic/`
{'fraction_non_alphanumeric': 0.10897435897435898, 'fraction_numerical': 0.004273504273504274, 'mean_word_length': 5.090909090909091, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 0, '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': '157647', 'n_tokens_mistral': 128, 'n_tokens_neox': 122, 'n_words': 45}