├── .bumpversion.cfg ├── .commitlintrc.js ├── .devcontainer ├── Dockerfile ├── README.md ├── devcontainer.json └── env ├── .env.example ├── .github ├── FUNDING.yml ├── ISSUE_TEMPLATE │ ├── bug-report.md │ ├── documentation.md │ ├── feature-request.md │ └── question.md ├── PULL_REQUEST_TEMPLATE.md ├── dependabot.yml └── workflows │ ├── ci.yml │ ├── pr.yml │ ├── readthedocs-preview.yml │ └── release.yml ├── .gitignore ├── .readthedocs.yaml ├── .streamlit └── config.toml ├── CHANGELOG.md ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── Makefile ├── README.md ├── SECURITY.md ├── SUPPORT.md ├── TODO.md ├── constraints ├── 3.10.txt └── 3.11.txt ├── docs ├── Makefile ├── _static │ ├── Framework-RDAgent.png │ ├── RD2bench.json │ ├── benchmark.png │ ├── demo.png │ ├── favicon.ico │ ├── logo.png │ ├── overview.png │ ├── scen.jpg │ └── scen.png ├── api_reference.rst ├── changelog.md ├── conf.py ├── development.rst ├── index.rst ├── installation_and_configuration.rst ├── introduction.rst ├── make.bat ├── policy.rst ├── project_framework_introduction.rst ├── requirements.txt ├── research │ ├── benchmark.rst │ ├── catalog.rst │ └── dev.rst ├── scens │ ├── catalog.rst │ ├── data_agent_fin.rst │ ├── data_copilot_fin.rst │ ├── data_science.rst │ ├── finetune.rst │ ├── kaggle_design.png │ ├── kaggle_template.png │ ├── model_agent_fin.rst │ ├── model_copilot_general.rst │ └── quant_agent_fin.rst └── ui.rst ├── pyproject.toml ├── rdagent ├── app │ ├── CI │ │ ├── README.md │ │ ├── ci.ipynb │ │ ├── prompts.yaml │ │ └── run.py │ ├── benchmark │ │ ├── factor │ │ │ ├── analysis.py │ │ │ └── eval.py │ │ └── model │ │ │ ├── README.md │ │ │ └── eval.py │ ├── cli.py │ ├── data_science │ │ ├── conf.py │ │ ├── debug.py │ │ └── loop.py │ ├── finetune │ │ ├── data_science │ │ │ ├── conf.py │ │ │ ├── loop.py │ │ │ ├── scen.py │ │ │ └── tpl │ │ │ │ ├── components │ │ │ │ └── coder │ │ │ │ │ └── data_science │ │ │ │ │ └── pipeline │ │ │ │ │ └── prompts.yaml │ │ │ │ └── scenarios │ │ │ │ └── data_science │ │ │ │ └── proposal │ │ │ │ └── exp_gen │ │ │ │ └── prompts_v2.yaml │ │ ├── llm │ │ │ ├── conf.py │ │ │ ├── loop.py │ │ │ ├── prompts.yaml │ │ │ ├── proposal.py │ │ │ ├── scen.py │ │ │ └── tpl │ │ │ │ ├── components │ │ │ │ └── coder │ │ │ │ │ └── data_science │ │ │ │ │ └── pipeline │ │ │ │ │ └── prompts.yaml │ │ │ │ └── scenarios │ │ │ │ └── data_science │ │ │ │ ├── prompts.yaml │ │ │ │ ├── proposal │ │ │ │ └── exp_gen │ │ │ │ │ └── prompts_v2.yaml │ │ │ │ └── scen │ │ │ │ └── prompts.yaml │ │ └── share │ │ │ ├── eval.py │ │ │ └── prompts.yaml │ ├── general_model │ │ └── general_model.py │ ├── kaggle │ │ ├── conf.py │ │ └── loop.py │ ├── qlib_rd_loop │ │ ├── conf.py │ │ ├── factor.py │ │ ├── factor_from_report.py │ │ ├── model.py │ │ ├── prompts.yaml │ │ └── quant.py │ └── utils │ │ ├── ape.py │ │ ├── health_check.py │ │ ├── info.py │ │ ├── prompts.yaml │ │ └── ws.py ├── components │ ├── agent │ │ ├── __init__.py │ │ ├── base.py │ │ ├── context7 │ │ │ ├── __init__.py │ │ │ ├── conf.py │ │ │ └── prompts.yaml │ │ ├── mcp │ │ │ └── __init__.py │ │ └── rag │ │ │ ├── __init__.py │ │ │ └── conf.py │ ├── benchmark │ │ ├── conf.py │ │ ├── eval_method.py │ │ └── example.json │ ├── coder │ │ ├── CoSTEER │ │ │ ├── __init__.py │ │ │ ├── config.py │ │ │ ├── evaluators.py │ │ │ ├── evolvable_subjects.py │ │ │ ├── evolving_strategy.py │ │ │ ├── knowledge_management.py │ │ │ ├── prompts.yaml │ │ │ └── task.py │ │ ├── data_science │ │ │ ├── conf.py │ │ │ ├── ensemble │ │ │ │ ├── __init__.py │ │ │ │ ├── conf.py │ │ │ │ ├── eval.py │ │ │ │ ├── eval_tests │ │ │ │ │ └── ensemble_test.txt │ │ │ │ ├── exp.py │ │ │ │ ├── prompts.yaml │ │ │ │ └── test.py │ │ │ ├── feature │ │ │ │ ├── __init__.py │ │ │ │ ├── eval.py │ │ │ │ ├── eval_tests │ │ │ │ │ └── feature_test.txt │ │ │ │ ├── exp.py │ │ │ │ ├── prompts.yaml │ │ │ │ └── test.py │ │ │ ├── model │ │ │ │ ├── __init__.py │ │ │ │ ├── eval.py │ │ │ │ ├── eval_tests │ │ │ │ │ └── model_test.txt │ │ │ │ ├── exp.py │ │ │ │ ├── prompts.yaml │ │ │ │ └── test.py │ │ │ ├── pipeline │ │ │ │ ├── __init__.py │ │ │ │ ├── eval.py │ │ │ │ ├── eval_tests │ │ │ │ │ └── submission_format_test.txt │ │ │ │ ├── exp.py │ │ │ │ └── prompts.yaml │ │ │ ├── raw_data_loader │ │ │ │ ├── README.md │ │ │ │ ├── __init__.py │ │ │ │ ├── conf.py │ │ │ │ ├── eval.py │ │ │ │ ├── eval_tests │ │ │ │ │ └── data_loader_test.txt │ │ │ │ ├── exp.py │ │ │ │ ├── prompts.yaml │ │ │ │ └── test.py │ │ │ ├── share │ │ │ │ ├── doc.py │ │ │ │ ├── ds_costeer.py │ │ │ │ ├── eval.py │ │ │ │ ├── notebook.py │ │ │ │ ├── prompts.yaml │ │ │ │ └── util.py │ │ │ ├── utils.py │ │ │ └── workflow │ │ │ │ ├── __init__.py │ │ │ │ ├── eval.py │ │ │ │ ├── eval_tests │ │ │ │ └── submission_format_test.txt │ │ │ │ ├── exp.py │ │ │ │ ├── prompts.yaml │ │ │ │ └── test.py │ │ ├── factor_coder │ │ │ ├── __init__.py │ │ │ ├── config.py │ │ │ ├── eva_utils.py │ │ │ ├── evaluators.py │ │ │ ├── evolving_strategy.py │ │ │ ├── factor.py │ │ │ ├── factor_execution_template.txt │ │ │ └── prompts.yaml │ │ └── model_coder │ │ │ ├── __init__.py │ │ │ ├── benchmark │ │ │ ├── eval.py │ │ │ ├── gt_code │ │ │ │ ├── A-DGN.py │ │ │ │ ├── dirgnn.py │ │ │ │ ├── gpsconv.py │ │ │ │ ├── linkx.py │ │ │ │ ├── pmlp.py │ │ │ │ └── visnet.py │ │ │ └── model_dict.json │ │ │ ├── conf.py │ │ │ ├── eva_utils.py │ │ │ ├── evaluators.py │ │ │ ├── evolving_strategy.py │ │ │ ├── gt_code.py │ │ │ ├── model.py │ │ │ ├── model_execute_template_v1.txt │ │ │ ├── model_execute_template_v2.txt │ │ │ ├── one_shot │ │ │ ├── __init__.py │ │ │ └── prompt.yaml │ │ │ ├── prompts.yaml │ │ │ └── task_loader.py │ ├── document_reader │ │ └── document_reader.py │ ├── interactor │ │ └── __init__.py │ ├── knowledge_management │ │ ├── graph.py │ │ └── vector_base.py │ ├── loader │ │ ├── experiment_loader.py │ │ └── task_loader.py │ ├── proposal │ │ ├── __init__.py │ │ └── prompts.yaml │ ├── runner │ │ └── __init__.py │ └── workflow │ │ ├── conf.py │ │ └── rd_loop.py ├── core │ ├── conf.py │ ├── developer.py │ ├── evaluation.py │ ├── evolving_agent.py │ ├── evolving_framework.py │ ├── exception.py │ ├── experiment.py │ ├── interactor.py │ ├── knowledge_base.py │ ├── prompts.py │ ├── proposal.py │ ├── scenario.py │ └── utils.py ├── log │ ├── __init__.py │ ├── base.py │ ├── conf.py │ ├── logger.py │ ├── mle_summary.py │ ├── server │ │ ├── README.md │ │ ├── app.py │ │ └── debug_app.py │ ├── storage.py │ ├── timer.py │ ├── ui │ │ ├── __init__.py │ │ ├── aide.py │ │ ├── app.py │ │ ├── conf.py │ │ ├── ds_summary.py │ │ ├── ds_trace.py │ │ ├── ds_user_interact.py │ │ ├── dsapp.py │ │ ├── flow.png │ │ ├── llm_st.py │ │ ├── qlib_report_figure.py │ │ ├── st_fixed_container.py │ │ ├── storage.py │ │ ├── utils.py │ │ └── web.py │ └── utils │ │ ├── __init__.py │ │ └── folder.py ├── oai │ ├── backend │ │ ├── __init__.py │ │ ├── base.py │ │ ├── deprec.py │ │ ├── litellm.py │ │ └── pydantic_ai.py │ ├── llm_conf.py │ ├── llm_utils.py │ └── utils │ │ └── embedding.py ├── scenarios │ ├── data_science │ │ ├── __init__.py │ │ ├── debug │ │ │ └── data.py │ │ ├── dev │ │ │ ├── feedback.py │ │ │ ├── prompts.yaml │ │ │ └── runner │ │ │ │ ├── __init__.py │ │ │ │ ├── eval.py │ │ │ │ └── prompts.yaml │ │ ├── eval_tests │ │ │ └── mle_submission_format_test.txt │ │ ├── example │ │ │ ├── README.md │ │ │ ├── arf-12-hours-prediction-task │ │ │ │ ├── description.md │ │ │ │ └── sample.py │ │ │ ├── eval │ │ │ │ ├── arf-12-hours-prediction-task │ │ │ │ │ ├── grade.py │ │ │ │ │ └── valid.py │ │ │ │ └── playground-series-s4e9 │ │ │ │ │ ├── grade.py │ │ │ │ │ └── valid.py │ │ │ ├── playground-series-s4e9 │ │ │ │ └── description.md │ │ │ └── source_data │ │ │ │ ├── arf-12-hours-prediction-task │ │ │ │ └── prepare.py │ │ │ │ └── playground-series-s4e9 │ │ │ │ └── prepare.py │ │ ├── experiment │ │ │ ├── __init__.py │ │ │ └── experiment.py │ │ ├── interactor │ │ │ └── __init__.py │ │ ├── loop.py │ │ ├── proposal │ │ │ ├── __init__.py │ │ │ └── exp_gen │ │ │ │ ├── README.md │ │ │ │ ├── __init__.py │ │ │ │ ├── base.py │ │ │ │ ├── diversity_strategy.py │ │ │ │ ├── draft │ │ │ │ ├── draft.py │ │ │ │ └── prompts_draft.yaml │ │ │ │ ├── idea_pool.py │ │ │ │ ├── merge.py │ │ │ │ ├── merge.yaml │ │ │ │ ├── naive.py │ │ │ │ ├── naive.yaml │ │ │ │ ├── package_info.py │ │ │ │ ├── planner │ │ │ │ └── __init__.py │ │ │ │ ├── prompts.yaml │ │ │ │ ├── prompts_v2.yaml │ │ │ │ ├── proposal.py │ │ │ │ ├── router │ │ │ │ └── __init__.py │ │ │ │ ├── select │ │ │ │ ├── expand.py │ │ │ │ ├── prompts.yaml │ │ │ │ └── submit.py │ │ │ │ ├── trace_scheduler.py │ │ │ │ └── utils.py │ │ ├── scen │ │ │ ├── __init__.py │ │ │ ├── prompts.yaml │ │ │ └── utils.py │ │ ├── share.yaml │ │ ├── sing_docker │ │ │ ├── Dockerfile │ │ │ ├── entrypoint.sh │ │ │ └── kaggle_environment.yaml │ │ └── test_eval.py │ ├── general_model │ │ ├── prompts.yaml │ │ └── scenario.py │ ├── kaggle │ │ ├── README.md │ │ ├── developer │ │ │ ├── coder.py │ │ │ ├── feedback.py │ │ │ └── runner.py │ │ ├── docker │ │ │ ├── DS_docker │ │ │ │ └── Dockerfile │ │ │ ├── kaggle_docker │ │ │ │ └── Dockerfile │ │ │ └── mle_bench_docker │ │ │ │ └── Dockerfile │ │ ├── experiment │ │ │ ├── README.md │ │ │ ├── kaggle_experiment.py │ │ │ ├── prompts.yaml │ │ │ ├── scenario.py │ │ │ ├── spaceship-titanic_template │ │ │ │ ├── fea_share_preprocess.py │ │ │ │ ├── feature │ │ │ │ │ └── feature.py │ │ │ │ ├── model │ │ │ │ │ ├── model_randomforest.py │ │ │ │ │ ├── model_xgboost.py │ │ │ │ │ ├── select_lightgbm.py │ │ │ │ │ ├── select_nn.py │ │ │ │ │ ├── select_randomforest.py │ │ │ │ │ └── select_xgboost.py │ │ │ │ └── train.py │ │ │ ├── templates │ │ │ │ ├── covid19-global-forecasting-week-1 │ │ │ │ │ ├── fea_share_preprocess.py │ │ │ │ │ ├── feature │ │ │ │ │ │ └── feature.py │ │ │ │ │ ├── model │ │ │ │ │ │ ├── model_xgboost.py │ │ │ │ │ │ └── select_xgboost.py │ │ │ │ │ └── train.py │ │ │ │ ├── digit-recognizer │ │ │ │ │ ├── fea_share_preprocess.py │ │ │ │ │ ├── feature │ │ │ │ │ │ └── feature.py │ │ │ │ │ ├── model │ │ │ │ │ │ ├── model_nn.py │ │ │ │ │ │ ├── model_xgboost.py │ │ │ │ │ │ ├── select_lightgbm.py │ │ │ │ │ │ ├── select_nn.py │ │ │ │ │ │ ├── select_randomforest.py │ │ │ │ │ │ └── select_xgboost.py │ │ │ │ │ └── train.py │ │ │ │ ├── feedback-prize-english-language-learning │ │ │ │ │ ├── fea_share_preprocess.py │ │ │ │ │ ├── feature │ │ │ │ │ │ └── feature.py │ │ │ │ │ ├── model │ │ │ │ │ │ ├── model_randomforest.py │ │ │ │ │ │ ├── model_xgboost.py │ │ │ │ │ │ ├── select_randomforest.py │ │ │ │ │ │ └── select_xgboost.py │ │ │ │ │ └── train.py │ │ │ │ ├── forest-cover-type-prediction │ │ │ │ │ ├── fea_share_preprocess.py │ │ │ │ │ ├── feature │ │ │ │ │ │ └── feature.py │ │ │ │ │ ├── model │ │ │ │ │ │ ├── model_randomforest.py │ │ │ │ │ │ ├── model_xgboost.py │ │ │ │ │ │ ├── select_lightgbm.py │ │ │ │ │ │ ├── select_nn.py │ │ │ │ │ │ ├── select_randomforest.py │ │ │ │ │ │ └── select_xgboost.py │ │ │ │ │ ├── train.py │ │ │ │ │ └── train_past.py │ │ │ │ ├── meta_tpl_deprecated │ │ │ │ │ ├── fea_share_preprocess.py │ │ │ │ │ ├── feature │ │ │ │ │ │ └── feature.py │ │ │ │ │ ├── model │ │ │ │ │ │ ├── model_nn.py │ │ │ │ │ │ ├── model_randomforest.py │ │ │ │ │ │ └── model_xgboost.py │ │ │ │ │ └── train.py │ │ │ │ ├── new-york-city-taxi-fare-prediction │ │ │ │ │ ├── fea_share_preprocess.py │ │ │ │ │ ├── feature │ │ │ │ │ │ └── feature.py │ │ │ │ │ ├── model │ │ │ │ │ │ ├── model_linear.py │ │ │ │ │ │ ├── select_lightgbm.py │ │ │ │ │ │ ├── select_linear.py │ │ │ │ │ │ ├── select_nn.py │ │ │ │ │ │ ├── select_randomforest.py │ │ │ │ │ │ └── select_xgboost.py │ │ │ │ │ └── train.py │ │ │ │ ├── optiver-realized-volatility-prediction │ │ │ │ │ ├── fea_share_preprocess.py │ │ │ │ │ ├── feature │ │ │ │ │ │ └── feature.py │ │ │ │ │ ├── model │ │ │ │ │ │ ├── model_randomforest.py │ │ │ │ │ │ ├── model_xgboost.py │ │ │ │ │ │ ├── select_lightgbm.py │ │ │ │ │ │ ├── select_nn.py │ │ │ │ │ │ ├── select_randomforest.py │ │ │ │ │ │ └── select_xgboost.py │ │ │ │ │ └── train.py │ │ │ │ ├── playground-series-s3e11 │ │ │ │ │ ├── fea_share_preprocess.py │ │ │ │ │ ├── feature │ │ │ │ │ │ └── feature.py │ │ │ │ │ ├── model │ │ │ │ │ │ ├── model_randomforest.py │ │ │ │ │ │ ├── model_xgboost.py │ │ │ │ │ │ ├── select_lightgbm.py │ │ │ │ │ │ ├── select_nn.py │ │ │ │ │ │ ├── select_randomforest.py │ │ │ │ │ │ └── select_xgboost.py │ │ │ │ │ └── train.py │ │ │ │ ├── playground-series-s3e14 │ │ │ │ │ ├── fea_share_preprocess.py │ │ │ │ │ ├── feature │ │ │ │ │ │ └── feature.py │ │ │ │ │ ├── model │ │ │ │ │ │ ├── model_randomforest.py │ │ │ │ │ │ ├── model_xgboost.py │ │ │ │ │ │ ├── select_lightgbm.py │ │ │ │ │ │ ├── select_nn.py │ │ │ │ │ │ ├── select_randomforest.py │ │ │ │ │ │ └── select_xgboost.py │ │ │ │ │ └── train.py │ │ │ │ ├── playground-series-s3e16 │ │ │ │ │ ├── fea_share_preprocess.py │ │ │ │ │ ├── feature │ │ │ │ │ │ └── feature.py │ │ │ │ │ ├── model │ │ │ │ │ │ ├── model_randomforest.py │ │ │ │ │ │ ├── model_xgboost.py │ │ │ │ │ │ ├── select_lightgbm.py │ │ │ │ │ │ ├── select_nn.py │ │ │ │ │ │ ├── select_randomforest.py │ │ │ │ │ │ └── select_xgboost.py │ │ │ │ │ └── train.py │ │ │ │ ├── playground-series-s3e26 │ │ │ │ │ ├── fea_share_preprocess.py │ │ │ │ │ ├── feature │ │ │ │ │ │ └── feature.py │ │ │ │ │ ├── model │ │ │ │ │ │ ├── model_randomforest.py │ │ │ │ │ │ ├── model_xgboost.py │ │ │ │ │ │ ├── select_lightgbm.py │ │ │ │ │ │ ├── select_nn.py │ │ │ │ │ │ ├── select_randomforest.py │ │ │ │ │ │ └── select_xgboost.py │ │ │ │ │ └── train.py │ │ │ │ ├── playground-series-s4e5 │ │ │ │ │ ├── fea_share_preprocess.py │ │ │ │ │ ├── feature │ │ │ │ │ │ └── feature.py │ │ │ │ │ ├── model │ │ │ │ │ │ ├── model_randomforest.py │ │ │ │ │ │ ├── model_xgboost.py │ │ │ │ │ │ ├── select_lightgbm.py │ │ │ │ │ │ ├── select_nn.py │ │ │ │ │ │ ├── select_randomforest.py │ │ │ │ │ │ └── select_xgboost.py │ │ │ │ │ └── train.py │ │ │ │ ├── playground-series-s4e8 │ │ │ │ │ ├── fea_share_preprocess.py │ │ │ │ │ ├── feature │ │ │ │ │ │ └── feature.py │ │ │ │ │ ├── model │ │ │ │ │ │ ├── model_randomforest.py │ │ │ │ │ │ ├── model_xgboost.py │ │ │ │ │ │ ├── select_lightgbm.py │ │ │ │ │ │ ├── select_nn.py │ │ │ │ │ │ ├── select_randomforest.py │ │ │ │ │ │ └── select_xgboost.py │ │ │ │ │ └── train.py │ │ │ │ ├── playground-series-s4e9 │ │ │ │ │ ├── fea_share_preprocess.py │ │ │ │ │ ├── feature │ │ │ │ │ │ └── feature.py │ │ │ │ │ ├── model │ │ │ │ │ │ ├── model_randomforest.py │ │ │ │ │ │ ├── model_xgboost.py │ │ │ │ │ │ ├── select_lightgbm.py │ │ │ │ │ │ ├── select_nn.py │ │ │ │ │ │ ├── select_randomforest.py │ │ │ │ │ │ └── select_xgboost.py │ │ │ │ │ └── train.py │ │ │ │ ├── sf-crime │ │ │ │ │ ├── fea_share_preprocess.py │ │ │ │ │ ├── feature │ │ │ │ │ │ └── feature.py │ │ │ │ │ ├── model │ │ │ │ │ │ ├── model_randomforest.py │ │ │ │ │ │ ├── model_xgboost.py │ │ │ │ │ │ ├── select_lightgbm.py │ │ │ │ │ │ ├── select_nn.py │ │ │ │ │ │ ├── select_randomforest.py │ │ │ │ │ │ └── select_xgboost.py │ │ │ │ │ └── train.py │ │ │ │ ├── spaceship-titanic │ │ │ │ │ ├── fea_share_preprocess.py │ │ │ │ │ ├── feature │ │ │ │ │ │ └── feature.py │ │ │ │ │ ├── model │ │ │ │ │ │ ├── model_randomforest.py │ │ │ │ │ │ ├── model_xgboost.py │ │ │ │ │ │ ├── select_lightgbm.py │ │ │ │ │ │ ├── select_nn.py │ │ │ │ │ │ ├── select_randomforest.py │ │ │ │ │ │ └── select_xgboost.py │ │ │ │ │ └── train.py │ │ │ │ ├── statoil-iceberg-classifier-challenge │ │ │ │ │ ├── fea_share_preprocess.py │ │ │ │ │ ├── feature │ │ │ │ │ │ └── feature.py │ │ │ │ │ ├── model │ │ │ │ │ │ ├── model_xgboost.py │ │ │ │ │ │ ├── select_lightgbm.py │ │ │ │ │ │ └── select_xgboost.py │ │ │ │ │ └── train.py │ │ │ │ ├── tabular-playground-series-dec-2021 │ │ │ │ │ ├── fea_share_preprocess.py │ │ │ │ │ ├── feature │ │ │ │ │ │ └── feature.py │ │ │ │ │ ├── model │ │ │ │ │ │ ├── model_randomforest.py │ │ │ │ │ │ ├── model_xgboost.py │ │ │ │ │ │ ├── select_lightgbm.py │ │ │ │ │ │ ├── select_nn.py │ │ │ │ │ │ ├── select_randomforest.py │ │ │ │ │ │ └── select_xgboost.py │ │ │ │ │ └── train.py │ │ │ │ ├── tabular-playground-series-may-2022 │ │ │ │ │ ├── fea_share_preprocess.py │ │ │ │ │ ├── feature │ │ │ │ │ │ └── feature.py │ │ │ │ │ ├── model │ │ │ │ │ │ ├── model_randomforest.py │ │ │ │ │ │ ├── model_xgboost.py │ │ │ │ │ │ ├── select_lightgbm.py │ │ │ │ │ │ ├── select_nn.py │ │ │ │ │ │ ├── select_randomforest.py │ │ │ │ │ │ └── select_xgboost.py │ │ │ │ │ └── train.py │ │ │ │ └── ventilator-pressure-prediction │ │ │ │ │ ├── fea_share_preprocess.py │ │ │ │ │ ├── feature │ │ │ │ │ └── feature.py │ │ │ │ │ ├── model │ │ │ │ │ ├── model_randomforest.py │ │ │ │ │ ├── model_xgboost.py │ │ │ │ │ ├── select_lightgbm.py │ │ │ │ │ ├── select_nn.py │ │ │ │ │ ├── select_randomforest.py │ │ │ │ │ └── select_xgboost.py │ │ │ │ │ └── train.py │ │ │ ├── utils.py │ │ │ └── workspace.py │ │ ├── kaggle_crawler.py │ │ ├── knowledge_management │ │ │ ├── README.md │ │ │ ├── extract_knowledge.py │ │ │ ├── graph.py │ │ │ ├── prompts.yaml │ │ │ └── vector_base.py │ │ ├── prompts.yaml │ │ ├── proposal │ │ │ └── proposal.py │ │ └── tpl_ex │ │ │ ├── aerial-cactus-identification │ │ │ ├── README.md │ │ │ ├── ensemble.py │ │ │ ├── feature.py │ │ │ ├── load_data.py │ │ │ ├── main.py │ │ │ ├── model01.py │ │ │ └── spec │ │ │ │ ├── data_loader.md │ │ │ │ ├── ensemble.md │ │ │ │ ├── feature.md │ │ │ │ ├── model.md │ │ │ │ └── workflow.md │ │ │ └── meta │ │ │ └── spec.md │ ├── qlib │ │ ├── developer │ │ │ ├── factor_coder.py │ │ │ ├── factor_runner.py │ │ │ ├── feedback.py │ │ │ ├── model_coder.py │ │ │ ├── model_runner.py │ │ │ └── utils.py │ │ ├── docker │ │ │ └── Dockerfile │ │ ├── experiment │ │ │ ├── factor_data_template │ │ │ │ ├── README.md │ │ │ │ └── generate.py │ │ │ ├── factor_experiment.py │ │ │ ├── factor_from_report_experiment.py │ │ │ ├── factor_template │ │ │ │ ├── README.md │ │ │ │ ├── conf_baseline.yaml │ │ │ │ ├── conf_combined_factors.yaml │ │ │ │ ├── conf_combined_factors_sota_model.yaml │ │ │ │ └── read_exp_res.py │ │ │ ├── model_experiment.py │ │ │ ├── model_template │ │ │ │ ├── README.md │ │ │ │ ├── conf_baseline_factors_model.yaml │ │ │ │ ├── conf_sota_factors_model.yaml │ │ │ │ └── read_exp_res.py │ │ │ ├── prompts.yaml │ │ │ ├── quant_experiment.py │ │ │ ├── utils.py │ │ │ └── workspace.py │ │ ├── factor_experiment_loader │ │ │ ├── json_loader.py │ │ │ ├── pdf_loader.py │ │ │ └── prompts.yaml │ │ ├── prompts.yaml │ │ └── proposal │ │ │ ├── bandit.py │ │ │ ├── factor_proposal.py │ │ │ ├── model_proposal.py │ │ │ └── quant_proposal.py │ └── shared │ │ ├── get_runtime_info.py │ │ └── runtime_info.py └── utils │ ├── __init__.py │ ├── agent │ ├── __init__.py │ ├── apply_patch.py │ ├── ret.py │ ├── tpl.py │ ├── tpl.yaml │ └── workflow.py │ ├── env.py │ ├── fmt.py │ ├── prompts.yaml │ ├── repo │ ├── README.md │ ├── diff.py │ └── repo_utils.py │ └── workflow │ ├── __init__.py │ ├── loop.py │ ├── misc.py │ └── tracking.py ├── requirements.txt ├── requirements ├── docs.txt ├── lint.txt ├── package.txt ├── test.txt └── torch.txt └── test ├── notebook ├── 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