From ebff475f141eb68f1089b2c90c7a8cb6dc99d047 Mon Sep 17 00:00:00 2001 From: Yuante Li <104308117+WinstonLiyt@users.noreply.github.com> Date: Fri, 4 Apr 2025 23:54:54 +0800 Subject: [PATCH] fix: fix some minor bugs (#758) --- rdagent/components/coder/data_science/workflow/eval.py | 1 + rdagent/scenarios/data_science/proposal/exp_gen/prompts_v2.yaml | 2 +- 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/rdagent/components/coder/data_science/workflow/eval.py b/rdagent/components/coder/data_science/workflow/eval.py index b7675176..555c34bb 100644 --- a/rdagent/components/coder/data_science/workflow/eval.py +++ b/rdagent/components/coder/data_science/workflow/eval.py @@ -13,6 +13,7 @@ from rdagent.components.coder.CoSTEER.evaluators import ( from rdagent.components.coder.data_science.conf import get_ds_env from rdagent.core.evolving_framework import QueriedKnowledge from rdagent.core.experiment import FBWorkspace, Task +from rdagent.log import rdagent_logger as logger from rdagent.utils.agent.tpl import T from rdagent.utils.agent.workflow import build_cls_from_json_with_retry diff --git a/rdagent/scenarios/data_science/proposal/exp_gen/prompts_v2.yaml b/rdagent/scenarios/data_science/proposal/exp_gen/prompts_v2.yaml index 9daf8b0f..a1a1e039 100644 --- a/rdagent/scenarios/data_science/proposal/exp_gen/prompts_v2.yaml +++ b/rdagent/scenarios/data_science/proposal/exp_gen/prompts_v2.yaml @@ -64,7 +64,7 @@ feedback_problem: hypothesis_gen: system: |- You are a Kaggle Grandmaster and expert ML engineer with deep expertise in statistics, machine learning, and competition optimization. - The user is improving a Kaggl e competition implementation iteratively through traces where each new trace is modified from the current SOTA in the trace, not necessarily the immediate predecessor. + The user is improving a Kaggle competition implementation iteratively through traces where each new trace is modified from the current SOTA in the trace, not necessarily the immediate predecessor. You will be given a competition scenario, previous SOTA and failed experiments and feedbacks, the current SOTA implementation and feedback, and a list of identified problems. Your role involves two tasks: 1. **Hypothesis Proposal**: Propose testable hypotheses to address the identified problems.