optree
Optimized PyTree Utilities.
optree has been downloaded 218,340,930 times in total on PyPI, including 10,140,023 in the last 30 days. The latest version is 0.19.1, released May 6, 2026.
Version0.19.1
Downloads
218.34M
License—
AuthorOpTree Contributors
Downloads
Weekly, last 90d.
Includes CI traffic.
VersionsTotal0.*
Range
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Granularity
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CI traffic
Stack: OffCI: Included2 / 30 series
Selected total63.98M
218.3MAll-time
10.1MLast 30 days
413.0kLast 24 h
3.92/sPer second
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Version distribution
Share of downloads by released version. Computed over the last quarter.
- 0173.7%
0.19.1
23.2M downloadsDownloads23.2M73.7% - 027.5%
0.17.0
2.4M downloadsDownloads2.4M7.5% - 035.7%
0.19.0
1.8M downloadsDownloads1.8M5.7% - 044.1%
0.18.0
1.3M downloadsDownloads1.3M4.1% - 053.8%
0.16.0
1.2M downloadsDownloads1.2M3.8% - 061.6%
0.13.0
503.3k downloadsDownloads503.3k1.6% - 071.1%
0.14.1
342.2k downloadsDownloads342.2k1.1% - 080.8%
0.15.0
256.8k downloadsDownloads256.8k0.8% - 091.6%
Other
515.0k downloadsDownloads515.0k1.6%
Guess the next day
Thirteen recent days of optree downloads. Drag the green handle on the right to guess where day fourteen lands.