pun-nlp
A robust NLP pipeline for stemming, lemmatization, and vectorization
pun-nlp has been downloaded 9,885 times in total on PyPI, including 1,849 in the last 30 days. The latest version is 0.0.9, released Dec 23, 2025.
Version0.0.9
Downloads
9.88k
License—
AuthorPuneet Vaswani
UpdatedDec 23, 2025
Downloads
Weekly, last 90d.
Includes CI traffic.
VersionsTotal0.*
Range
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Stack: OffCI: Included2 / 12 series
Selected total6.27k
9.9kAll-time
1.8kLast 30 days
26Last 24 h
<0.01/sPer second
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Version distribution
Share of downloads by released version. Computed over the last quarter.
- 0130.7%
0.0.9
963 downloadsDownloads96330.7% - 0219.9%
0.0.8
624 downloadsDownloads62419.9% - 0311.5%
0.0.7
361 downloadsDownloads36111.5% - 047.7%
0.0.5
240 downloadsDownloads2407.7% - 057.5%
0.0.6
234 downloadsDownloads2347.5% - 066.2%
0.0.1
195 downloadsDownloads1956.2% - 075.5%
0.0.4
173 downloadsDownloads1735.5% - 085.4%
0.0.2
168 downloadsDownloads1685.4% - 095.6%
Other
176 downloadsDownloads1765.6%
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