singler
Python bindings to the singleR algorithm to annotate cell types from known references.
singler has been downloaded 93,656 times in total on PyPI, including 2,403 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
93.66k
LicenseMIT
AuthorAaron Lun
UpdatedJan 5, 2026
Downloads
Weekly, last 90d.
Includes CI traffic.
VersionsTotal0.*
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Stack: OffCI: Included2 / 12 series
Selected total13.32k
93.7kAll-time
2.4kLast 30 days
113Last 24 h
<0.01/sPer second
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Version distribution
Share of downloads by released version. Computed over the last quarter.
- 0147.8%
0.5.0
3.2k downloadsDownloads3.2k47.8% - 029.8%
0.4.2
654 downloadsDownloads6549.8% - 039.3%
0.4.1
616 downloadsDownloads6169.3% - 047.7%
0.4.0
514 downloadsDownloads5147.7% - 054.9%
0.3.0
328 downloadsDownloads3284.9% - 064.3%
0.1.2
284 downloadsDownloads2844.3% - 074.0%
0.2.0
263 downloadsDownloads2634.0% - 083.9%
0.1.0
261 downloadsDownloads2613.9% - 098.4%
Other
557 downloadsDownloads5578.4%
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