optree

Optimized PyTree Utilities.

optree has been downloaded 211,659,877 times in total on PyPI, including 9,864,429 in the last 30 days. The latest version is 0.19.1, released May 6, 2026.

Version0.19.1
Downloads
211.66M
License
AuthorOpTree Contributors
UpdatedMay 6, 2026

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 total65.01M
211.7MAll-time
9.9MLast 30 days
414.8kLast 24 h
3.82/sPer second

Version distribution

Share of downloads by released version. Computed over the last quarter.

  • 01

    0.19.1

    21.7M downloads
    66.8%
  • 02

    0.17.0

    3.4M downloads
    10.5%
  • 03

    0.19.0

    3.1M downloads
    9.6%
  • 04

    0.16.0

    1.4M downloads
    4.2%
  • 05

    0.18.0

    1.3M downloads
    4.0%
  • 06

    0.13.0

    500.2k downloads
    1.5%
  • 07

    0.15.0

    275.6k downloads
    0.8%
  • 08

    0.14.1

    272.1k downloads
    0.8%
  • 09

    Other

    538.4k downloads
    1.7%

Guess the next day

Thirteen recent days of optree downloads. Drag the green handle on the right to guess where day fourteen lands.

TRUTH414.8k386.2kTHUFRISATSUNMONTUEWEDTHUFRISATSUNMONTUE