ascent-science-cma-es

Ascent Science SDK plugin for CMA-ES (连续优化).

python -m pip install ascent-science-cma-es==0.1.0

import ascent

algorithm = ascent.continuous.CMAES(
    user_id="YOUR_USER_ID",
    sdk_code="YOUR_SDK_CODE",
    # Algorithm parameters may also be passed here.
)
result = algorithm.run(
    # Input fields accepted by CMA-ES.
)
print(result.result)

The plugin executes the algorithm through the licensed Ascent Science API. Set ASCENT_ENDPOINT, ASCENT_USER_ID, and ASCENT_SDK_CODE instead of passing credentials in code when preferred.