pun-nlp
A robust NLP pipeline for stemming, lemmatization, and vectorization
pun-nlp has been downloaded 10,563 times in total on PyPI, including 344 in the last 30 days. The latest version is 0.0.9, released Dec 23, 2025.
Version0.0.9
Downloads
10.56k
License—
AuthorPuneet Vaswani
UpdatedDec 23, 2025
Downloads
Weekly, last 90d.
Includes CI traffic.
VersionsTotal0.*
Range
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CI traffic
Stack: OffCI: Included2 / 12 series
Selected total6.23k
10.6kAll-time
344Last 30 days
3Last 24 h
<0.01/sPer second
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Version distribution
Share of downloads by released version. Computed over the last quarter.
- 0133.8%
0.0.9
1.1k downloadsDownloads1.1k33.8% - 0219.6%
0.0.8
610 downloadsDownloads61019.6% - 0310.8%
0.0.7
337 downloadsDownloads33710.8% - 047.3%
0.0.6
228 downloadsDownloads2287.3% - 056.9%
0.0.5
214 downloadsDownloads2146.9% - 066.1%
0.0.1
191 downloadsDownloads1916.1% - 075.2%
0.0.4
162 downloadsDownloads1625.2% - 085.1%
0.0.2
158 downloadsDownloads1585.1% - 095.2%
Other
163 downloadsDownloads1635.2%
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Thirteen recent days of pun-nlp downloads. Drag the green handle on the right to guess where day fourteen lands.