<commit_before>---
published: true
title: A Word is Worth a Thousand Vectors
tags: word2vec IA
---
> That word vectors represent much of the information available in a dictionary definition is a convenient and almost miraculous side effect of trying to predict the context of a word. - [article](https://multithreaded.stitchfix.com/blog/2015/03/11/word-is-worth-a-thousand-vectors/)

- [word2vec](https://code.google.com/archive/p/word2vec/)
<commit_msg>Update 2019-09-03-word2vec.md<commit_after>---
published: true
title: A Word is Worth a Thousand Vectors
tags: word2vec IA
---
> That word vectors represent much of the information available in a dictionary definition is a convenient and almost miraculous side effect of trying to predict the context of a word. - [article](https://multithreaded.stitchfix.com/blog/2015/03/11/word-is-worth-a-thousand-vectors/)

- [word2vec](https://code.google.com/archive/p/word2vec/)

- [chess2vec](https://news.ycombinator.com/item?id=20711585)
	- [Learning Vector Representations for Chess](http://www.berkkapicioglu.com/wp-content/uploads/2018/11/chess2vec_nips_2018_short.pdf)
{'fraction_non_alphanumeric': 0.11785714285714285, 'fraction_numerical': 0.045535714285714284, 'mean_word_length': 4.633165829145729, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 5, 'https://': 5, 'lorem ipsum': 0, 'www.': 1, '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': '4712510', 'n_tokens_mistral': 395, 'n_tokens_neox': 350, 'n_words': 99}