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GitHub / andrewtavis / kwx
BERT, LDA, and TFIDF based keyword extraction in Python
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/andrewtavis%2Fkwx
Stars: 67
Forks: 10
Open Issues: 13
License: bsd-3-clause
Language: Python
Repo Size: 12.3 MB
Dependencies:
46
Created: over 3 years ago
Updated: about 1 month ago
Last pushed: 3 months ago
Last synced: 12 days ago
Commit Stats
Commits: 221
Authors: 4
Mean commits per author: 55.25
Development Distribution Score: 0.018
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/andrewtavis/kwx
Topics: bert, data-analysis, data-science, data-visualization, keyword-extraction, latent-dirichlet-allocation, lda, machine-learning, multilingual, natural-language-processing, nlp, open-source, python, python3, text-analysis, text-classification, text-mining, tfidf, topic-modeling, unsupervised-learning
Files
Dependencies
- black ==20.8b1
- certifi ==2021.10.8
- defusedxml ==0.7.1
- emoji ==1.2.0
- gensim >=3.8.0
- googletrans ==4.0.0rc1
- ipython ==7.31.1
- keras ==2.6.0
- matplotlib ==3.3.2
- nltk >=3.6.5
- numpy >=1.20.2
- packaging ==20.9
- pandas ==1.2.1
- pyldavis >=3.3.1
- pytest ==6.2.2
- pytest-cov ==2.11.1
- scikit-learn ==0.23.2
- seaborn ==0.11.1
- sentence-transformers ==0.4.1.2
- spacy ==2.3.5
- stopwordsiso ==0.6.1
- tensorflow >=2.6.0
- tqdm ==4.56.1
- wordcloud ==1.8.1
- xlrd ==2.0.1
- actions/checkout v2 composite
- actions/setup-python main composite
- codecov/codecov-action v2 composite
- conda-incubator/setup-miniconda v2 composite
- black 20.8b1.*
- defusedxml 0.7.1.*
- keras 2.6.0.*
- matplotlib 3.3.2.*
- numpy >=1.20.2
- packaging 20.9.*
- pandas 1.2.1.*
- pytest 6.2.2.*
- pytest-cov 2.11.1.*
- scikit-learn 0.23.2.*
- seaborn 0.11.1.*
- spacy 2.3.5.*
- tqdm 4.56.0.*
- wordcloud 1.8.1.*
- xlrd 2.0.1.*