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feat: checkpoint selection (#744)

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* rebase selection code

* bug-free run: checkpoint selection and dynamic EDA loading

* add prototypes of various selectors, to imp. and test later

* fix EDA write bug

* move selector to from proposal.py tp seletc.py

* auto lint

* fix line-too-long typos

* aligh the design of "selection", rm extra instance check

* make auto-lint

* add non-trival selector: SOTAjump
This commit is contained in:
xuangu-fang
2025-04-09 09:42:30 +08:00
committed by GitHub
parent c3cc763430
commit fd155d1fa8
18 changed files with 353 additions and 49 deletions
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rdagent/components/coder/data_science/feature/__init__.py
+1 -1
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@@ -61,7 +61,7 @@ class FeatureMultiProcessEvolvingStrategy(MultiProcessEvolvingStrategy):
# 2. code
system_prompt = T(".prompts:feature_coder.system").r(
competition_info=self.scen.get_scenario_all_desc(),
competition_info=self.scen.get_scenario_all_desc(eda_output=workspace.file_dict.get("EDA.md", None)),
task_desc=feature_information_str,
data_loader_code=workspace.file_dict.get("load_data.py"),
queried_similar_successful_knowledge=queried_similar_successful_knowledge,