README.md
dslighting_cli.py
pyproject.toml
setup.py
dsat/__init__.py
dsat/config.py
dsat/runner.py
dsat/benchmark/__init__.py
dsat/benchmark/benchmark.py
dsat/benchmark/datasci.py
dsat/benchmark/mle.py
dsat/benchmark/sciencebench.py
dsat/common/__init__.py
dsat/common/constants.py
dsat/common/exceptions.py
dsat/common/typing.py
dsat/models/__init__.py
dsat/models/candidates.py
dsat/models/formats.py
dsat/models/task.py
dsat/operators/__init__.py
dsat/operators/aflow_ops.py
dsat/operators/autokaggle_ops.py
dsat/operators/automind_ops.py
dsat/operators/base.py
dsat/operators/code.py
dsat/operators/dsagent_ops.py
dsat/operators/llm_basic.py
dsat/prompts/__init__.py
dsat/prompts/aflow_prompt.py
dsat/prompts/aide_prompt.py
dsat/prompts/autokaggle_prompt.py
dsat/prompts/automind_prompt.py
dsat/prompts/common.py
dsat/prompts/data_interpreter_prompt.py
dsat/prompts/dsagent_prompt.py
dsat/services/__init__.py
dsat/services/data_analyzer.py
dsat/services/llm.py
dsat/services/llm_single.py
dsat/services/sandbox.py
dsat/services/vdb.py
dsat/services/workspace.py
dsat/services/states/__init__.py
dsat/services/states/autokaggle_state.py
dsat/services/states/base.py
dsat/services/states/dsa_log.py
dsat/services/states/experience.py
dsat/services/states/journal.py
dsat/services/states/operator_library.py
dsat/tasks/__init__.py
dsat/tasks/handlers.py
dsat/tools/__init__.py
dsat/utils/__init__.py
dsat/utils/context.py
dsat/utils/dynamic_import.py
dsat/utils/parsing.py
dsat/workflows/__init__.py
dsat/workflows/base.py
dsat/workflows/factory.py
dsat/workflows/manual/__init__.py
dsat/workflows/manual/autokaggle_workflow.py
dsat/workflows/manual/data_interpreter_workflow.py
dsat/workflows/manual/deepanalyze_workflow.py
dsat/workflows/manual/dsagent_workflow.py
dsat/workflows/manual/my_custom_agent_workflow.py
dsat/workflows/search/__init__.py
dsat/workflows/search/aflow_workflow.py
dsat/workflows/search/aide_workflow.py
dsat/workflows/search/automind_workflow.py
dsat/workflows/templates/__init__.py
dsat/workflows/templates/basic_kaggle_loop.py
dslighting/__init__.py
dslighting.egg-info/PKG-INFO
dslighting.egg-info/SOURCES.txt
dslighting.egg-info/dependency_links.txt
dslighting.egg-info/entry_points.txt
dslighting.egg-info/requires.txt
dslighting.egg-info/top_level.txt
dslighting/agents/__init__.py
dslighting/agents/patterns/__init__.py
dslighting/agents/presets/__init__.py
dslighting/agents/presets/example_agent_with_custom_operator.py
dslighting/agents/strategies/__init__.py
dslighting/agents/strategies/base.py
dslighting/agents/strategies/beam.py
dslighting/agents/strategies/evolutionary.py
dslighting/agents/strategies/greedy.py
dslighting/agents/strategies/mcts.py
dslighting/api/__init__.py
dslighting/api/agent.py
dslighting/api/convenience.py
dslighting/api/data_loader.py
dslighting/benchmark/__init__.py
dslighting/core/__init__.py
dslighting/core/agent.py
dslighting/core/api_key_manager.py
dslighting/core/config.py
dslighting/core/config_builder.py
dslighting/core/data_loader.py
dslighting/core/global_config.py
dslighting/core/task_detector.py
dslighting/core/types/__init__.py
dslighting/core/types/candidates.py
dslighting/core/types/formats.py
dslighting/core/types/task.py
dslighting/datasets/__init__.py
dslighting/operators/__init__.py
dslighting/operators/code/__init__.py
dslighting/operators/custom/__init__.py
dslighting/operators/custom/data_profiler.py
dslighting/operators/custom/example_operator.py
dslighting/operators/data/__init__.py
dslighting/operators/llm/__init__.py
dslighting/operators/orchestration/__init__.py
dslighting/operators/orchestration/conditional.py
dslighting/operators/orchestration/parallel.py
dslighting/operators/orchestration/pipeline.py
dslighting/prompts/__init__.py
dslighting/prompts/aflow_prompt.py
dslighting/prompts/aide_prompt.py
dslighting/prompts/autokaggle_prompt.py
dslighting/prompts/automind_prompt.py
dslighting/prompts/base.py
dslighting/prompts/builder.py
dslighting/prompts/common.py
dslighting/prompts/data_interpreter_prompt.py
dslighting/prompts/dsagent_prompt.py
dslighting/prompts/structured_builder.py
dslighting/prompts/templates/__init__.py
dslighting/prompts/templates/data_science.py
dslighting/prompts/templates/debugging.py
dslighting/registry/__init__.py
dslighting/registry/utils.py
dslighting/registry/bike-sharing-demand/__init__.py
dslighting/registry/bike-sharing-demand/grade.py
dslighting/registry/bike-sharing-demand/prepare.py
dslighting/registry/conways-reverse-game-of-life-2020/__init__.py
dslighting/registry/conways-reverse-game-of-life-2020/grade.py
dslighting/registry/conways-reverse-game-of-life-2020/prepare.py
dslighting/registry/demand-forecasting-kernels-only/__init__.py
dslighting/registry/demand-forecasting-kernels-only/grade.py
dslighting/registry/demand-forecasting-kernels-only/prepare.py
dslighting/registry/demand_forecasting_kernels_only/__init__.py
dslighting/registry/demand_forecasting_kernels_only/grade.py
dslighting/registry/demand_forecasting_kernels_only/prepare.py
dslighting/registry/feedback-prize-english-language-learning/__init__.py
dslighting/registry/feedback-prize-english-language-learning/grade.py
dslighting/registry/feedback-prize-english-language-learning/prepare.py
dslighting/registry/instant-gratification/__init__.py
dslighting/registry/instant-gratification/grade.py
dslighting/registry/instant-gratification/prepare.py
dslighting/registry/instant_gratification/__init__.py
dslighting/registry/instant_gratification/grade.py
dslighting/registry/instant_gratification/prepare.py
dslighting/registry/liverpool-ion-switching/__init__.py
dslighting/registry/liverpool-ion-switching/grade.py
dslighting/registry/liverpool-ion-switching/prepare.py
dslighting/registry/liverpool_ion_switching/__init__.py
dslighting/registry/liverpool_ion_switching/grade.py
dslighting/registry/liverpool_ion_switching/prepare.py
dslighting/registry/playground-series-s3e1/__init__.py
dslighting/registry/playground-series-s3e1/grade.py
dslighting/registry/playground-series-s3e1/prepare.py
dslighting/registry/playground-series-s3e11/__init__.py
dslighting/registry/playground-series-s3e11/grade.py
dslighting/registry/playground-series-s3e11/prepare.py
dslighting/registry/playground_series_s3e1/__init__.py
dslighting/registry/playground_series_s3e1/grade.py
dslighting/registry/playground_series_s3e1/prepare.py
dslighting/registry/playground_series_s3e11/__init__.py
dslighting/registry/playground_series_s3e11/grade.py
dslighting/registry/playground_series_s3e11/prepare.py
dslighting/registry/sciencebench-001-clintox-nn/__init__.py
dslighting/registry/sciencebench-001-clintox-nn/grade.py
dslighting/registry/sciencebench-001-clintox-nn/prepare.py
dslighting/registry/see-click-predict-fix/__init__.py
dslighting/registry/see-click-predict-fix/grade.py
dslighting/registry/see-click-predict-fix/prepare.py
dslighting/registry/see_click_predict_fix/__init__.py
dslighting/registry/see_click_predict_fix/grade.py
dslighting/registry/see_click_predict_fix/prepare.py
dslighting/registry/tmdb-box-office-prediction/__init__.py
dslighting/registry/tmdb-box-office-prediction/grade.py
dslighting/registry/tmdb-box-office-prediction/prepare.py
dslighting/registry/ventilator-pressure-prediction/__init__.py
dslighting/registry/ventilator-pressure-prediction/grade.py
dslighting/registry/ventilator-pressure-prediction/prepare.py
dslighting/registry/ventilator-pressure-prediction/prepare_val.py
dslighting/registry/ventilator_pressure_prediction/__init__.py
dslighting/registry/ventilator_pressure_prediction/grade.py
dslighting/registry/ventilator_pressure_prediction/prepare.py
dslighting/services/__init__.py
dslighting/services/data_analyzer.py
dslighting/services/vdb.py
dslighting/state/__init__.py
dslighting/state/memory.py
dslighting/tasks/__init__.py
dslighting/tasks/mle_task_loader.py
dslighting/tools/__init__.py
dslighting/tools/base.py
dslighting/training/__init__.py
dslighting/training/agents/__init__.py
dslighting/training/agents/lit_ds_agent.py
dslighting/training/agents/functional/__init__.py
dslighting/training/agents/functional/workflow_agent.py
dslighting/training/agents/presets/__init__.py
dslighting/training/agents/presets/aide.py
dslighting/training/agents/presets/autokaggle.py
dslighting/training/agents/presets/data_interpreter.py
dslighting/training/config/__init__.py
dslighting/training/config/verl_config.py
dslighting/training/datasets/__init__.py
dslighting/training/datasets/converters.py
dslighting/training/datasets/splitters.py
dslighting/training/rewards/__init__.py
dslighting/training/rewards/base.py
dslighting/training/rewards/metrics.py
dslighting/training/rewards/presets/__init__.py
dslighting/training/rewards/presets/classification_reward.py
dslighting/training/rewards/presets/kaggle_reward.py
dslighting/training/rewards/presets/regression_reward.py
dslighting/training/utils/__init__.py
dslighting/training/utils/evaluator.py
dslighting/training/utils/tracer.py
dslighting/utils/__init__.py
dslighting/utils/context.py
dslighting/utils/defaults.py
dslighting/utils/package_detector.py
dslighting/utils/common/__init__.py
dslighting/utils/common/constants.py
dslighting/utils/common/exceptions.py
dslighting/utils/common/typing.py
dslighting/utils/helpers/__init__.py
dslighting/utils/helpers/context.py
dslighting/utils/helpers/dynamic_import.py
dslighting/utils/helpers/parsing.py
dslighting/workflows/__init__.py
dslighting/workflows/base_factory.py