<commit_before>
## Development

Using Python 3+

1. [Install TensorFlow](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/g3doc/get_started/os_setup.md) for Python 3
2. Install non-tf requirements:
```
pip install -r requirements.txt
```
<commit_msg>Update README with testing instructions<commit_after>
## Development

Using Python 3+

1. [Install TensorFlow](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/g3doc/get_started/os_setup.md) for Python 3
2. Install non-tf requirements:
```
pip install -r requirements.txt
```

### Testing

Run from the project root
```
py.test
```

{'fraction_non_alphanumeric': 0.13071895424836602, 'fraction_numerical': 0.016339869281045753, 'mean_word_length': 5.13, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 2, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 2, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '1804821', 'n_tokens_mistral': 208, 'n_tokens_neox': 192, 'n_words': 49}