explosion / sense2vec
🦆 Contextually-keyed word vectors
Why this job: works in the areas we cover, but does not say which job it does
What it does
- Query vectors for multi-word phrases based on part-of-speech tags and
- spaCy pipeline component and extension attributes.
- Fully serializable so you can easily ship your sense2vec vectors with your
- Optional caching of nearest neighbors for super fast "most similar"
- Train your own vectors using a pretrained spaCy model, raw text and
Get started
pip install sense2vecYou need: A very large source of raw text (ideally more than you'd use for word2vec,; A pretrained spaCy model that assigns
- Maintenance
- Inactive
- Last commit 7 months ago
- Stars
- 1,679
- On GitHub
- Licence
- MIT
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- v2.0.2
- Released 3 years ago
- Built with
- Python
- 100% of the code
Is it looked after?
- Contributors
- Not stated
- Last 90 days
- Issues
- 80% closed
- 23 still open
- Pull requests
- 39 merged
- 0 waiting
- Releases
- 18
- 0 in the last year
- No contributing guide
- No security policy
- No code of conduct
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More: languages, topics and project record
Languages
- Python 100%
- Shell <1%
Topics
- spacy
- nlp
- natural-language-processing
- word2vec
- python
- sense2vec
- gensim
- gensim-word2vec
- machine-learning
Project record
- JobOther AI tools
- StatusListed
- Commits463
- Forks235
- Watching44
- Stars in 28 days0
- CreatedJan 23, 2016
- First seen by usNov 7, 2026
- CheckedNov 8, 2026