empulse
Cost-sensitive and value-driven machine learning in Python: metrics, classifiers and thresholds for scikit-learn
empulse has been downloaded 61,724 times in total on PyPI, including 8,297 in the last 30 days. The latest version is 0.13.0, released Oct 7, 2026.
Version0.13.0
Downloads
61.72k
License—
AuthorShimanto Rahman
Downloads
Weekly, last 90d.
Includes CI traffic.
VersionsTotal0.*
Range
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CI traffic
Stack: OffCI: Included2 / 29 series
Selected total25.45k
61.7kAll-time
8.3kLast 30 days
249Last 24 h
<0.01/sPer second
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Version distribution
Share of downloads by released version. Computed over the last quarter.
- 0123.6%
0.12.0
3.0k downloadsDownloads3.0k23.6% - 0223.5%
0.11.1
3.0k downloadsDownloads3.0k23.5% - 0320.5%
0.13.0
2.6k downloadsDownloads2.6k20.5% - 049.0%
0.11.0
1.1k downloadsDownloads1.1k9.0% - 058.5%
0.10.4
1.1k downloadsDownloads1.1k8.5% - 060.8%
0.9.0
108 downloadsDownloads1080.8% - 070.8%
0.4.0
96 downloadsDownloads960.8% - 080.7%
0.8.0
94 downloadsDownloads940.7% - 0912.6%
Other
1.6k downloadsDownloads1.6k12.6%
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Thirteen recent days of empulse downloads. Drag the green handle on the right to guess where day fourteen lands.