singler
Python bindings to the singleR algorithm to annotate cell types from known references.
singler has been downloaded 84,909 times in total on PyPI, including 2,706 in the last 30 days. The latest version is 0.5.0, released Jan 5, 2026. It is distributed under the MIT license.
Version0.5.0
Downloads
84.91k
LicenseMIT
AuthorAaron Lun
UpdatedJan 5, 2026
Downloads
Weekly, last 90d.
Includes CI traffic.
VersionsTotal0.*
Range
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Stack: OffCI: Included2 / 12 series
Selected total15.11k
84.9kAll-time
2.7kLast 30 days
115Last 24 h
<0.01/sPer second
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Version distribution
Share of downloads by released version. Computed over the last quarter.
- 0138.1%
0.5.0
2.9k downloadsDownloads2.9k38.1% - 0212.7%
0.4.2
959 downloadsDownloads95912.7% - 0311.1%
0.4.1
832 downloadsDownloads83211.1% - 049.4%
0.4.0
709 downloadsDownloads7099.4% - 055.3%
0.3.0
396 downloadsDownloads3965.3% - 065.0%
0.1.0
375 downloadsDownloads3755.0% - 074.9%
0.1.1
365 downloadsDownloads3654.9% - 084.6%
0.0.2
346 downloadsDownloads3464.6% - 099.0%
Other
677 downloadsDownloads6779.0%
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