cmaes

Lightweight Covariance Matrix Adaptation Evolution Strategy (CMA-ES) implementation for Python 3.

Version0.13.0
Downloads
77.11M
License
AuthorMasashi Shibata
UpdatedMar 28, 2026

Downloads

Weekly, last 90d.
Includes CI traffic.

VersionsTotal0.*
Range
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Granularity
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CI traffic
Stack: OffCI: Included2 / 23 series
Selected total8.37M
77.1MAll-time
1.4MLast 30 days
51.5kLast 24 h
0.66/sPer second

Version distribution

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

  • 01

    0.12.0

    1.8M downloads
    43.5%
  • 02

    0.13.0

    1.4M downloads
    33.2%
  • 03

    0.11.1

    791.1k downloads
    18.9%
  • 04

    0.10.0

    120.2k downloads
    2.9%
  • 05

    0.9.0

    24.3k downloads
    0.6%
  • 06

    0.8.2

    17.8k downloads
    0.4%
  • 07

    0.9.1

    12.5k downloads
    0.3%
  • 08

    0.11.0

    3.5k downloads
    <0.1%
  • 09

    Other

    4.2k downloads
    0.1%

Guess the next day

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

TRUTH51.5k38.5kTHUFRISATSUNMONTUEWEDTHUFRISATSUNMONWED
    cmaes · 77.1M downloads on PyPI