<commit_before># Appendices

This folder contains additional materials that are relevant to this course.

**Table of contents**

* [Using the command line](./commandline.md)
* [Reproducibility](./reproducibility.md)
* [Useful external modules](./useful_external_modules.md)<commit_msg>Updating TOC<commit_after># Appendices

This folder contains additional materials that are relevant to this course.

**Table of contents**

* [Using the command line](./commandline.md)
* [Reproducibility](./reproducibility.md)
* [Useful external modules](./useful_external_modules.md)
* [The NLP pipeline](./NLP_pipeline.md)
{'fraction_non_alphanumeric': 0.12151067323481117, 'fraction_numerical': 0.0, 'mean_word_length': 6.011494252873563, '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': '2088462', 'n_tokens_mistral': 182, 'n_tokens_neox': 179, 'n_words': 51}