feat: refactor for general data science #498
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* Initial Draft * Updating logic for init * Revising * Successful Testing * Updating to use the latest & right class * bug: bug-fixing for testing
Co-authored-by: XianBW <[email protected]>
* fix bugs to former scenario * fix a bug because coding in rdloop changed * fix the bug when feedback gets no hypothesis * fix trace structure * change all trace hist when merging hypothesis to experiments * ignore some error in ruff * fix kaggle scenario bugs * refine one line * another bug * another small bug * fix ui bugs * chage kaggle train.py path --------- Co-authored-by: Xu Yang <[email protected]>
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Copilot reviewed 132 out of 147 changed files in this pull request and generated 1 comment.
Files not reviewed (15)
- rdagent/app/qlib_rd_loop/conf.py: Evaluated as low risk
- rdagent/app/data_mining/conf.py: Evaluated as low risk
- rdagent/components/coder/CoSTEER/init.py: Evaluated as low risk
- rdagent/app/qlib_rd_loop/factor.py: Evaluated as low risk
- rdagent/app/kaggle/loop.py: Evaluated as low risk
- rdagent/app/kaggle/conf.py: Evaluated as low risk
- rdagent/components/coder/CoSTEER/evolving_strategy.py: Evaluated as low risk
- rdagent/components/coder/data_science/ensemble/init.py: Evaluated as low risk
- rdagent/components/coder/CoSTEER/task.py: Evaluated as low risk
- rdagent/app/qlib_rd_loop/factor_from_report.py: Evaluated as low risk
- rdagent/components/coder/CoSTEER/knowledge_management.py: Evaluated as low risk
- pyproject.toml: Evaluated as low risk
- rdagent/components/coder/data_science/ensemble/conf.py: Evaluated as low risk
- rdagent/components/coder/CoSTEER/evaluators.py: Evaluated as low risk
- rdagent/components/coder/CoSTEER/evolving_agent.py: Evaluated as low risk
Comments suppressed due to low confidence (1)
rdagent/app/data_science/debug.py:6
- Wrap fire.Fire(create_debug_data) in a main function.
fire.Fire(create_debug_data)
Co-authored-by: Copilot <[email protected]>
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Description
Motivation and Context
How Has This Been Tested?
pytest qlib/tests/test_all_pipeline.pyunder upper directory ofqlib.Screenshots of Test Results (if appropriate):
Types of changes
📚 Documentation preview 📚: https://RDAgent--498.org.readthedocs.build/en/498/