Science Score: 10.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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○codemeta.json file
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○.zenodo.json file
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○DOI references
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○Academic publication links
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✓Committers with academic emails
2 of 21 committers (9.5%) from academic institutions -
○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (10.7%) to scientific vocabulary
Keywords
doc2vec
python
word2vec
Last synced: 6 months ago
·
JSON representation
Repository
Python interface to Google word2vec
Basic Info
Statistics
- Stars: 2,605
- Watchers: 106
- Forks: 630
- Open Issues: 5
- Releases: 0
Archived
Topics
doc2vec
python
word2vec
Created over 12 years ago
· Last pushed almost 3 years ago
Metadata Files
Readme
Changelog
Contributing
License
README.md
NOT MAINTAINED
- I have not used this code in a long time
- No issues or PRs can be created
- Latest release doesn't work with newer versions of numpy
- I recommened moving to a native alternative in Tensorflow or PyTorch
word2vec
Python interface to Google word2vec.
Training is done using the original C code, other functionality is pure Python with numpy.
Installation
pip install word2vec
Compilation
The installation requires to compile the original C code using gcc.
You can override the compilation flags if needed:
WORD2VEC_CFLAGS='-march=corei7' pip install word2vec
Windows: There is basic some support for this support based on this win32 port.
Usage
Example notebook: word2vec
The default functionality from word2vec is available with the following commands:
- word2vec
- word2phrase
- word2vec-distance
- word2vec-word-analogy
- word2vec-compute-accuracy
Experimental functionality on doc2vec can be found in this example: doc2vec
Owner
- Name: Daniel Rodriguez
- Login: danielfrg
- Kind: user
- Location: Austin, TX
- Company: @Google
- Website: https://danielfrg.com
- Twitter: danielfrg
- Repositories: 114
- Profile: https://github.com/danielfrg
GitHub Events
Total
- Watch event: 43
- Fork event: 6
Last Year
- Watch event: 43
- Fork event: 6
Committers
Last synced: over 2 years ago
Top Committers
| Name | Commits | |
|---|---|---|
| Daniel Rodriguez | d****3@g****m | 143 |
| Daniel Rodriguez | d****z@o****s | 46 |
| Daniel Rodriguez | d****l@d****m | 30 |
| Richard Weiss | r****d@f****m | 2 |
| Stephen A. Balaban | s@l****m | 2 |
| Tzerjen Wei | t****n@g****m | 2 |
| Vagrant User | v****t@v****m | 2 |
| Winy Song | 4****h@u****m | 1 |
| Youhei Sakurai | y****i@f****m | 1 |
| Fabian Müller | f****f@g****m | 1 |
| Maria Rigaki | m****i@g****m | 1 |
| Pranjal Vachaspati | g****b@p****l | 1 |
| abolger | a****r@g****m | 1 |
| Albert Zhuang | w****g@n****w | 1 |
| hsmtkk | h****k@u****m | 1 |
| Tim Gates | t****s@i****m | 1 |
| mayjs | t****n@g****m | 1 |
| Alfio Emanuele | a****f@g****m | 1 |
| Tyler Kim | t****y@g****m | 1 |
| dr-costas | k****s@i****m | 1 |
| Tianhui Michael Li | t****l@c****u | 1 |
Committer Domains (Top 20 + Academic)
cs.princeton.edu: 1
iress.com: 1
nlg.csie.ntu.edu.tw: 1
pranj.al: 1
ferveyes.com: 1
vagrant.vm: 1
lambdal.com: 1
freelancer.com: 1
danielfrg.com: 1
oculus360.us: 1
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 51
- Total pull requests: 27
- Average time to close issues: 9 months
- Average time to close pull requests: about 2 months
- Total issue authors: 45
- Total pull request authors: 21
- Average comments per issue: 2.47
- Average comments per pull request: 0.81
- Merged pull requests: 24
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 0
- Pull requests: 0
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Issue authors: 0
- Pull request authors: 0
- Average comments per issue: 0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- dineshbvadhia (4)
- angelteers (2)
- Rahulvks (2)
- luckyonetwo (2)
- orko19 (1)
- yapingzhao (1)
- manojrustagi79 (1)
- MingleiLI (1)
- finin (1)
- buriy (1)
- Krabkvadrat (1)
- ak-kat (1)
- amr1tv1rd1 (1)
- grantdelozier (1)
- sharadlnx (1)
Pull Request Authors
- danielfrg (6)
- stephenbalaban (2)
- l0Z (1)
- ririw (1)
- tianhuil (1)
- mayjs (1)
- MariaRigaki (1)
- tyler-thetyrant (1)
- iamalbert (1)
- timgates42 (1)
- pranjalv123 (1)
- viveksjain (1)
- sakurai-youhei (1)
- tjwei (1)
- hsmtkk (1)
Top Labels
Issue Labels
question (1)
wontfix (1)
bug (1)
Pull Request Labels
Packages
- Total packages: 2
-
Total downloads:
- pypi 2,134 last-month
- Total docker downloads: 279
-
Total dependent packages: 1
(may contain duplicates) -
Total dependent repositories: 101
(may contain duplicates) - Total versions: 42
- Total maintainers: 1
pypi.org: word2vec
Wrapper for Google word2vec
- Homepage: https://github.com/danielfrg/word2vec
- Documentation: https://word2vec.readthedocs.io/
- License: Apache License, Version 2.0
-
Latest release: 0.11.1
published almost 6 years ago
Rankings
Stargazers count: 1.4%
Dependent repos count: 1.5%
Forks count: 1.8%
Docker downloads count: 2.1%
Average: 2.6%
Downloads: 3.8%
Dependent packages count: 4.8%
Maintainers (1)
Last synced:
6 months ago
anaconda.org: word2vec
Python interface to Google word2vec.
- Homepage: https://github.com/danielfrg/word2vec
- License: Apache-2.0
-
Latest release: 0.9.4
published over 7 years ago
Rankings
Forks count: 13.6%
Stargazers count: 16.3%
Average: 33.1%
Dependent packages count: 51.2%
Dependent repos count: 51.4%
Last synced:
6 months ago
Dependencies
environment.yml
conda
- black
- flake8
- isort
- joblib
- jupyterlab
- nltk
- notebook
- numpy >=1.9.2
- pip
- pylint
- pytest
- pytest-cov
- python 3.8.*
- scikit-learn
- setuptools
- setuptools-scm
- twine
- wheel
requirements-dev.txt
pypi
- black * development
- flake8 * development
- isort * development
- joblib * development
- jupyterlab * development
- nltk * development
- notebook * development
- numpy >=1.9.2 development
- pylint * development
- pytest * development
- pytest-cov * development
- scikit-learn * development
- setuptools * development
- setuptools-scm * development
- twine * development
- wheel * development
requirements.txt
pypi
- joblib *
- numpy >=1.9.2
.github/workflows/test.yml
actions
- actions/checkout v2 composite
- actions/setup-python v2 composite
- codecov/codecov-action v1 composite
Dockerfile
docker
- conda/miniconda3 latest build