singler
Python bindings to the singleR algorithm to annotate cell types from known references.
singler has been downloaded 91,062 times in total on PyPI, including 1,826 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
91.06k
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 total13.11k
91.1kAll-time
1.8kLast 30 days
172Last 24 h
<0.01/sPer second
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Version distribution
Share of downloads by released version. Computed over the last quarter.
- 0148.8%
0.5.0
3.2k downloadsDownloads3.2k48.8% - 0211.0%
0.4.2
724 downloadsDownloads72411.0% - 038.8%
0.4.1
580 downloadsDownloads5808.8% - 047.6%
0.4.0
497 downloadsDownloads4977.6% - 054.6%
0.3.0
303 downloadsDownloads3034.6% - 064.5%
0.1.1
292 downloadsDownloads2924.5% - 073.9%
0.1.0
258 downloadsDownloads2583.9% - 083.6%
0.0.2
236 downloadsDownloads2363.6% - 097.1%
Other
466 downloadsDownloads4667.1%
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