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    • Multiobjective nondominated archive classes with up to four objectives
      HTML
      42121Updated Feb 3, 2026Feb 3, 2026
    • pycma

      Public
      Python implementation of CMA-ES
      Jupyter Notebook
      1921.3k860Updated Jan 25, 2026Jan 25, 2026
    • pycomocma

      Public
      A Python implementation of COMO-CMA-ES, a non-elitist multiobjective Evolution Strategy
      HTML
      61660Updated Jan 24, 2026Jan 24, 2026
    • CMA-ES.github.io

      Public
      HTML
      1310Updated Jan 24, 2026Jan 24, 2026
    • libcmaes

      Public
      libcmaes is a multithreaded C++11 library with Python bindings for high performance blackbox stochastic optimization using the CMA-ES algorithm for Covariance M…
      C++
      87354513Updated Sep 15, 2025Sep 15, 2025
    • lq-cma

      Public
      CMA-ES with a global linear-quadratic surrogate model
      Python
      1300Updated Jul 3, 2025Jul 3, 2025
    • c-cmaes

      Public
      CMA-ES written in ANSI C (yet fairly object-oriented)
      C
      266060Updated Jan 15, 2025Jan 15, 2025
    • plotting-cma-data

      Public
      Code in various languages to plot output from running the CMA-ES optimizer
      Python
      10300Updated Dec 11, 2017Dec 11, 2017