empulse
Cost-sensitive and value-driven machine learning in Python: metrics, classifiers and thresholds for scikit-learn
empulse has been downloaded 73,396 times in total on PyPI, including 13,197 in the last 30 days. The latest version is 0.14.0, released Oct 29, 2026.
Version0.14.0
Downloads
73.40k
License—
AuthorShimanto Rahman
Downloads
Weekly, last 90d.
Includes CI traffic.
VersionsTotal0.*
Range
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CI traffic
Stack: OffCI: Included2 / 31 series
Selected total45.59k
73.4kAll-time
13.2kLast 30 days
136Last 24 h
<0.01/sPer second
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Version distribution
Share of downloads by released version. Computed over the last quarter.
- 0119.1%
0.14.0
4.3k downloadsDownloads4.3k19.1% - 0217.1%
0.13.0
3.9k downloadsDownloads3.9k17.1% - 0316.1%
0.12.0
3.7k downloadsDownloads3.7k16.1% - 0415.3%
0.11.1
3.5k downloadsDownloads3.5k15.3% - 0515.2%
0.13.1
3.5k downloadsDownloads3.5k15.2% - 064.6%
0.11.0
1.1k downloadsDownloads1.1k4.6% - 074.6%
0.10.4
1.1k downloadsDownloads1.1k4.6% - 080.4%
0.9.0
100 downloadsDownloads1000.4% - 097.6%
Other
1.7k downloadsDownloads1.7k7.6%
Guess the next day
Thirteen recent days of empulse downloads. Drag the green handle on the right to guess where day fourteen lands.