Files
NexQuant/rdagent/components/coder/factor_coder/__init__.py
T
Xu Yang fce241b9f9 feat: a unified CoSTEER to fit more scenarios (#491)
* Use ExtendedBaseSettings to replace BaseSettings

* update a more general way to pass the default setting

* update all code

* fix CI

* fix CI

* fix qlib scenario

* fix CI

* fix CI

* fix CI & add data science interfaces

* remove redundant code

* abandon costeer knowledge base v1

---------

Co-authored-by: Xu Yang <xuyang1@microsoft.com>
Co-authored-by: XianBW <36835909+XianBW@users.noreply.github.com>
2024-11-25 16:27:34 +08:00

23 lines
914 B
Python

from rdagent.components.coder.CoSTEER import CoSTEER
from rdagent.components.coder.CoSTEER.evaluators import CoSTEERMultiEvaluator
from rdagent.components.coder.factor_coder.config import FACTOR_COSTEER_SETTINGS
from rdagent.components.coder.factor_coder.evaluators import FactorEvaluatorForCoder
from rdagent.components.coder.factor_coder.evolving_strategy import (
FactorMultiProcessEvolvingStrategy,
)
from rdagent.core.scenario import Scenario
class FactorCoSTEER(CoSTEER):
def __init__(
self,
scen: Scenario,
*args,
**kwargs,
) -> None:
setting = FACTOR_COSTEER_SETTINGS
eva = CoSTEERMultiEvaluator(FactorEvaluatorForCoder(scen=scen), scen=scen)
es = FactorMultiProcessEvolvingStrategy(scen=scen, settings=FACTOR_COSTEER_SETTINGS)
super().__init__(*args, settings=setting, eva=eva, es=es, evolving_version=2, scen=scen, **kwargs)