MANIFEST.in
README.md
dslighting_cli.py
pyproject.toml
setup.py
PIP_DOC/README_PIP.md
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/templates/open_ended/grade_template.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/benchmark/__init__.py
dslighting/benchmark/factory.py
dslighting/benchmark/core/__init__.py
dslighting/benchmark/core/benchmark.py
dslighting/benchmark/core/custom_benchmark.py
dslighting/benchmark/core/evaluator.py
dslighting/benchmark/core/mle_benchmark.py
dslighting/benchmark/grading/__init__.py
dslighting/benchmark/grading/evaluator.py
dslighting/benchmark/grading/metrics.py
dslighting/benchmark/grading/task.py
dslighting/benchmark/loaders/__init__.py
dslighting/benchmark/loaders/mle.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/dataset.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/datasets/bike-sharing-demand/prepared/private/test_answer.csv
dslighting/datasets/bike-sharing-demand/prepared/public/sampleSubmission.csv
dslighting/datasets/bike-sharing-demand/prepared/public/test.csv
dslighting/datasets/bike-sharing-demand/prepared/public/train.csv
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/README.md
dslighting/registry/__init__.py
dslighting/registry/utils.py
dslighting/registry/3d-object-detection-for-autonomous-vehicles/checksums.yaml
dslighting/registry/3d-object-detection-for-autonomous-vehicles/config.yaml
dslighting/registry/3d-object-detection-for-autonomous-vehicles/description.md
dslighting/registry/3d-object-detection-for-autonomous-vehicles/description_obfuscated.md
dslighting/registry/3d-object-detection-for-autonomous-vehicles/grade.py
dslighting/registry/3d-object-detection-for-autonomous-vehicles/mAP_evaluation.py
dslighting/registry/3d-object-detection-for-autonomous-vehicles/prepare.py
dslighting/registry/3d-object-detection-for-autonomous-vehicles/prepare_val.py
dslighting/registry/AI4Code/checksums.yaml
dslighting/registry/AI4Code/config.yaml
dslighting/registry/AI4Code/description.md
dslighting/registry/AI4Code/description_obfuscated.md
dslighting/registry/AI4Code/grade.py
dslighting/registry/AI4Code/prepare.py
dslighting/registry/AI4Code/prepare_val.py
dslighting/registry/aerial-cactus-identification/checksums.yaml
dslighting/registry/aerial-cactus-identification/config.yaml
dslighting/registry/aerial-cactus-identification/description.md
dslighting/registry/aerial-cactus-identification/description_obfuscated.md
dslighting/registry/aerial-cactus-identification/grade.py
dslighting/registry/aerial-cactus-identification/prepare.py
dslighting/registry/aerial-cactus-identification/prepare_val.py
dslighting/registry/alaska2-image-steganalysis/checksums.yaml
dslighting/registry/alaska2-image-steganalysis/config.yaml
dslighting/registry/alaska2-image-steganalysis/description.md
dslighting/registry/alaska2-image-steganalysis/description_obfuscated.md
dslighting/registry/alaska2-image-steganalysis/grade.py
dslighting/registry/alaska2-image-steganalysis/prepare.py
dslighting/registry/alaska2-image-steganalysis/prepare_val.py
dslighting/registry/aptos2019-blindness-detection/checksums.yaml
dslighting/registry/aptos2019-blindness-detection/config.yaml
dslighting/registry/aptos2019-blindness-detection/description.md
dslighting/registry/aptos2019-blindness-detection/description_obfuscated.md
dslighting/registry/aptos2019-blindness-detection/grade.py
dslighting/registry/aptos2019-blindness-detection/prepare.py
dslighting/registry/aptos2019-blindness-detection/prepare_val.py
dslighting/registry/bike-sharing-demand/__init__.py
dslighting/registry/bike-sharing-demand/config.yaml
dslighting/registry/bike-sharing-demand/description.md
dslighting/registry/bike-sharing-demand/grade.py
dslighting/registry/bike-sharing-demand/prepare.py
dslighting/registry/bike-sharing-demand/report.md
dslighting/registry/billion-word-imputation/checksums.yaml
dslighting/registry/billion-word-imputation/config.yaml
dslighting/registry/billion-word-imputation/description.md
dslighting/registry/billion-word-imputation/description_obfuscated.md
dslighting/registry/billion-word-imputation/grade.py
dslighting/registry/billion-word-imputation/prepare.py
dslighting/registry/billion-word-imputation/prepare_val.py
dslighting/registry/bms-molecular-translation/checksums.yaml
dslighting/registry/bms-molecular-translation/config.yaml
dslighting/registry/bms-molecular-translation/description.md
dslighting/registry/bms-molecular-translation/description_obfuscated.md
dslighting/registry/bms-molecular-translation/grade.py
dslighting/registry/bms-molecular-translation/prepare.py
dslighting/registry/bms-molecular-translation/prepare_val.py
dslighting/registry/cassava-leaf-disease-classification/checksums.yaml
dslighting/registry/cassava-leaf-disease-classification/config.yaml
dslighting/registry/cassava-leaf-disease-classification/description.md
dslighting/registry/cassava-leaf-disease-classification/description_obfuscated.md
dslighting/registry/cassava-leaf-disease-classification/grade.py
dslighting/registry/cassava-leaf-disease-classification/prepare.py
dslighting/registry/cassava-leaf-disease-classification/prepare_val.py
dslighting/registry/cdiscount-image-classification-challenge/checksums.yaml
dslighting/registry/cdiscount-image-classification-challenge/config.yaml
dslighting/registry/cdiscount-image-classification-challenge/description.md
dslighting/registry/cdiscount-image-classification-challenge/description_obfuscated.md
dslighting/registry/cdiscount-image-classification-challenge/grade.py
dslighting/registry/cdiscount-image-classification-challenge/prepare.py
dslighting/registry/cdiscount-image-classification-challenge/prepare_val.py
dslighting/registry/chaii-hindi-and-tamil-question-answering/checksums.yaml
dslighting/registry/chaii-hindi-and-tamil-question-answering/config.yaml
dslighting/registry/chaii-hindi-and-tamil-question-answering/description.md
dslighting/registry/chaii-hindi-and-tamil-question-answering/description_obfuscated.md
dslighting/registry/chaii-hindi-and-tamil-question-answering/grade.py
dslighting/registry/chaii-hindi-and-tamil-question-answering/prepare.py
dslighting/registry/chaii-hindi-and-tamil-question-answering/prepare_val.py
dslighting/registry/champs-scalar-coupling/checksums.yaml
dslighting/registry/champs-scalar-coupling/config.yaml
dslighting/registry/champs-scalar-coupling/description.md
dslighting/registry/champs-scalar-coupling/description_obfuscated.md
dslighting/registry/champs-scalar-coupling/grade.py
dslighting/registry/champs-scalar-coupling/prepare.py
dslighting/registry/champs-scalar-coupling/prepare_val.py
dslighting/registry/conways-reverse-game-of-life-2020/__init__.py
dslighting/registry/conways-reverse-game-of-life-2020/checksums.yaml
dslighting/registry/conways-reverse-game-of-life-2020/config.yaml
dslighting/registry/conways-reverse-game-of-life-2020/description.md
dslighting/registry/conways-reverse-game-of-life-2020/grade.py
dslighting/registry/conways-reverse-game-of-life-2020/prepare.py
dslighting/registry/dabench-0-mean-fare-paid/checksums.yaml
dslighting/registry/dabench-0-mean-fare-paid/config.yaml
dslighting/registry/dabench-0-mean-fare-paid/description.md
dslighting/registry/dabench-0-mean-fare-paid/grade.py
dslighting/registry/dabench-0-mean-fare-paid/prepare.py
dslighting/registry/dabench-10-total-traded-quantity/checksums.yaml
dslighting/registry/dabench-10-total-traded-quantity/config.yaml
dslighting/registry/dabench-10-total-traded-quantity/description.md
dslighting/registry/dabench-10-total-traded-quantity/grade.py
dslighting/registry/dabench-10-total-traded-quantity/prepare.py
dslighting/registry/dabench-105-correlation-coefficient-between/checksums.yaml
dslighting/registry/dabench-105-correlation-coefficient-between/config.yaml
dslighting/registry/dabench-105-correlation-coefficient-between/description.md
dslighting/registry/dabench-105-correlation-coefficient-between/grade.py
dslighting/registry/dabench-105-correlation-coefficient-between/prepare.py
dslighting/registry/dabench-108-generate-feature-called/checksums.yaml
dslighting/registry/dabench-108-generate-feature-called/config.yaml
dslighting/registry/dabench-108-generate-feature-called/description.md
dslighting/registry/dabench-108-generate-feature-called/grade.py
dslighting/registry/dabench-108-generate-feature-called/prepare.py
dslighting/registry/dabench-109-explore-distribution-loanamount/checksums.yaml
dslighting/registry/dabench-109-explore-distribution-loanamount/config.yaml
dslighting/registry/dabench-109-explore-distribution-loanamount/description.md
dslighting/registry/dabench-109-explore-distribution-loanamount/grade.py
dslighting/registry/dabench-109-explore-distribution-loanamount/prepare.py
dslighting/registry/dabench-11-correlation-coefficient-between/checksums.yaml
dslighting/registry/dabench-11-correlation-coefficient-between/config.yaml
dslighting/registry/dabench-11-correlation-coefficient-between/description.md
dslighting/registry/dabench-11-correlation-coefficient-between/grade.py
dslighting/registry/dabench-11-correlation-coefficient-between/prepare.py
dslighting/registry/dabench-111-comprehensive-data-preprocessing/checksums.yaml
dslighting/registry/dabench-111-comprehensive-data-preprocessing/config.yaml
dslighting/registry/dabench-111-comprehensive-data-preprocessing/description.md
dslighting/registry/dabench-111-comprehensive-data-preprocessing/grade.py
dslighting/registry/dabench-111-comprehensive-data-preprocessing/prepare.py
dslighting/registry/dabench-114-which-country-highest/checksums.yaml
dslighting/registry/dabench-114-which-country-highest/config.yaml
dslighting/registry/dabench-114-which-country-highest/description.md
dslighting/registry/dabench-114-which-country-highest/grade.py
dslighting/registry/dabench-114-which-country-highest/prepare.py
dslighting/registry/dabench-116-there-outliers-happiness/checksums.yaml
dslighting/registry/dabench-116-there-outliers-happiness/config.yaml
dslighting/registry/dabench-116-there-outliers-happiness/description.md
dslighting/registry/dabench-116-there-outliers-happiness/grade.py
dslighting/registry/dabench-116-there-outliers-happiness/prepare.py
dslighting/registry/dabench-117-which-variable-strongest/checksums.yaml
dslighting/registry/dabench-117-which-variable-strongest/config.yaml
dslighting/registry/dabench-117-which-variable-strongest/description.md
dslighting/registry/dabench-117-which-variable-strongest/grade.py
dslighting/registry/dabench-117-which-variable-strongest/prepare.py
dslighting/registry/dabench-118-there-linear-relationship/checksums.yaml
dslighting/registry/dabench-118-there-linear-relationship/config.yaml
dslighting/registry/dabench-118-there-linear-relationship/description.md
dslighting/registry/dabench-118-there-linear-relationship/grade.py
dslighting/registry/dabench-118-there-linear-relationship/prepare.py
dslighting/registry/dabench-123-which-country-highest/checksums.yaml
dslighting/registry/dabench-123-which-country-highest/config.yaml
dslighting/registry/dabench-123-which-country-highest/description.md
dslighting/registry/dabench-123-which-country-highest/grade.py
dslighting/registry/dabench-123-which-country-highest/prepare.py
dslighting/registry/dabench-124-there-significant-difference/checksums.yaml
dslighting/registry/dabench-124-there-significant-difference/config.yaml
dslighting/registry/dabench-124-there-significant-difference/description.md
dslighting/registry/dabench-124-there-significant-difference/grade.py
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dslighting/registry/dabench-125-predict-number-people/checksums.yaml
dslighting/registry/dabench-125-predict-number-people/config.yaml
dslighting/registry/dabench-125-predict-number-people/description.md
dslighting/registry/dabench-125-predict-number-people/grade.py
dslighting/registry/dabench-125-predict-number-people/prepare.py
dslighting/registry/dabench-129-mean-standard-deviation/checksums.yaml
dslighting/registry/dabench-129-mean-standard-deviation/config.yaml
dslighting/registry/dabench-129-mean-standard-deviation/description.md
dslighting/registry/dabench-129-mean-standard-deviation/grade.py
dslighting/registry/dabench-129-mean-standard-deviation/prepare.py
dslighting/registry/dabench-130-passengers-follows-normal/checksums.yaml
dslighting/registry/dabench-130-passengers-follows-normal/config.yaml
dslighting/registry/dabench-130-passengers-follows-normal/description.md
dslighting/registry/dabench-130-passengers-follows-normal/grade.py
dslighting/registry/dabench-130-passengers-follows-normal/prepare.py
dslighting/registry/dabench-132-identify-count-number/checksums.yaml
dslighting/registry/dabench-132-identify-count-number/config.yaml
dslighting/registry/dabench-132-identify-count-number/description.md
dslighting/registry/dabench-132-identify-count-number/grade.py
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dslighting/registry/dabench-133-comprehensive-data-preprocessing/checksums.yaml
dslighting/registry/dabench-133-comprehensive-data-preprocessing/config.yaml
dslighting/registry/dabench-133-comprehensive-data-preprocessing/description.md
dslighting/registry/dabench-133-comprehensive-data-preprocessing/grade.py
dslighting/registry/dabench-133-comprehensive-data-preprocessing/prepare.py
dslighting/registry/dabench-136-distribution-analysis-fare/checksums.yaml
dslighting/registry/dabench-136-distribution-analysis-fare/config.yaml
dslighting/registry/dabench-136-distribution-analysis-fare/description.md
dslighting/registry/dabench-136-distribution-analysis-fare/grade.py
dslighting/registry/dabench-136-distribution-analysis-fare/prepare.py
dslighting/registry/dabench-137-feature-engineering-creating/checksums.yaml
dslighting/registry/dabench-137-feature-engineering-creating/config.yaml
dslighting/registry/dabench-137-feature-engineering-creating/description.md
dslighting/registry/dabench-137-feature-engineering-creating/grade.py
dslighting/registry/dabench-137-feature-engineering-creating/prepare.py
dslighting/registry/dabench-139-question-percentage-votes/checksums.yaml
dslighting/registry/dabench-139-question-percentage-votes/config.yaml
dslighting/registry/dabench-139-question-percentage-votes/description.md
dslighting/registry/dabench-139-question-percentage-votes/grade.py
dslighting/registry/dabench-139-question-percentage-votes/prepare.py
dslighting/registry/dabench-14-feature-called-price/checksums.yaml
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dslighting/registry/dabench-140-question-there-correlation/checksums.yaml
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dslighting/registry/dabench-142-question-there-relationship/checksums.yaml
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dslighting/registry/dabench-144-question-mean-standard/checksums.yaml
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dslighting/registry/dabench-174-determine-skewness-fares/checksums.yaml
dslighting/registry/dabench-174-determine-skewness-fares/config.yaml
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dslighting/registry/dabench-175-identify-there-outliers/checksums.yaml
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dslighting/registry/dabench-175-identify-there-outliers/description.md
dslighting/registry/dabench-175-identify-there-outliers/grade.py
dslighting/registry/dabench-175-identify-there-outliers/prepare.py
dslighting/registry/dabench-176-median-male-passengers/checksums.yaml
dslighting/registry/dabench-176-median-male-passengers/config.yaml
dslighting/registry/dabench-176-median-male-passengers/description.md
dslighting/registry/dabench-176-median-male-passengers/grade.py
dslighting/registry/dabench-176-median-male-passengers/prepare.py
dslighting/registry/dabench-177-investigate-distribution-ages/checksums.yaml
dslighting/registry/dabench-177-investigate-distribution-ages/config.yaml
dslighting/registry/dabench-177-investigate-distribution-ages/description.md
dslighting/registry/dabench-177-investigate-distribution-ages/grade.py
dslighting/registry/dabench-177-investigate-distribution-ages/prepare.py
dslighting/registry/dabench-178-comprehensive-data-preprocessing/checksums.yaml
dslighting/registry/dabench-178-comprehensive-data-preprocessing/config.yaml
dslighting/registry/dabench-178-comprehensive-data-preprocessing/description.md
dslighting/registry/dabench-178-comprehensive-data-preprocessing/grade.py
dslighting/registry/dabench-178-comprehensive-data-preprocessing/prepare.py
dslighting/registry/dabench-179-pearson-correlation-coefficient/checksums.yaml
dslighting/registry/dabench-179-pearson-correlation-coefficient/config.yaml
dslighting/registry/dabench-179-pearson-correlation-coefficient/description.md
dslighting/registry/dabench-179-pearson-correlation-coefficient/grade.py
dslighting/registry/dabench-179-pearson-correlation-coefficient/prepare.py
dslighting/registry/dabench-18-mean-standard-deviation/checksums.yaml
dslighting/registry/dabench-18-mean-standard-deviation/config.yaml
dslighting/registry/dabench-18-mean-standard-deviation/description.md
dslighting/registry/dabench-18-mean-standard-deviation/grade.py
dslighting/registry/dabench-18-mean-standard-deviation/prepare.py
dslighting/registry/dabench-180-outlier-detection-fare/checksums.yaml
dslighting/registry/dabench-180-outlier-detection-fare/config.yaml
dslighting/registry/dabench-180-outlier-detection-fare/description.md
dslighting/registry/dabench-180-outlier-detection-fare/grade.py
dslighting/registry/dabench-180-outlier-detection-fare/prepare.py
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dslighting/registry/uw-madison-gi-tract-image-segmentation/grade.py
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dslighting/registry/uw-madison-gi-tract-image-segmentation/prepare_val.py
dslighting/registry/ventilator-pressure-prediction/__init__.py
dslighting/registry/ventilator-pressure-prediction/checksums.yaml
dslighting/registry/ventilator-pressure-prediction/config.yaml
dslighting/registry/ventilator-pressure-prediction/description.md
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dslighting/registry/ventilator-pressure-prediction/grade.py
dslighting/registry/ventilator-pressure-prediction/prepare.py
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dslighting/registry/ventilator_pressure_prediction/__init__.py
dslighting/registry/ventilator_pressure_prediction/grade.py
dslighting/registry/ventilator_pressure_prediction/prepare.py
dslighting/registry/vesuvius-challenge-ink-detection/checksums.yaml
dslighting/registry/vesuvius-challenge-ink-detection/config.yaml
dslighting/registry/vesuvius-challenge-ink-detection/description.md
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dslighting/registry/vesuvius-challenge-ink-detection/prepare.py
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dslighting/registry/vinbigdata-chest-xray-abnormalities-detection/checksums.yaml
dslighting/registry/vinbigdata-chest-xray-abnormalities-detection/config.yaml
dslighting/registry/vinbigdata-chest-xray-abnormalities-detection/description.md
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dslighting/registry/vinbigdata-chest-xray-abnormalities-detection/grade.py
dslighting/registry/vinbigdata-chest-xray-abnormalities-detection/prepare.py
dslighting/registry/vinbigdata-chest-xray-abnormalities-detection/prepare_val.py
dslighting/registry/whale-categorization-playground/checksums.yaml
dslighting/registry/whale-categorization-playground/config.yaml
dslighting/registry/whale-categorization-playground/description.md
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dslighting/registry/whale-categorization-playground/grade.py
dslighting/registry/whale-categorization-playground/prepare.py
dslighting/registry/whale-categorization-playground/prepare_val.py
dslighting/services/__init__.py
dslighting/services/data_analyzer.py
dslighting/services/vdb.py
dslighting/state/__init__.py
dslighting/state/memory.py
dslighting/tools/__init__.py
dslighting/tools/base.py
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dslighting/training/agents/lit_ds_agent.py
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dslighting/training/agents/presets/autokaggle.py
dslighting/training/agents/presets/data_interpreter.py
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dslighting/training/config/verl_config.py
dslighting/training/datasets/__init__.py
dslighting/training/datasets/converters.py
dslighting/training/datasets/splitters.py
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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
tests/test_all_workflows_batch.py
tests/test_automind_no_rag.py
tests/test_baseagent_import.py
tests/test_benchmark.py
tests/test_builtin_custom_agent.py
tests/test_comprehensive_v1.8.3.py
tests/test_data_flow.py
tests/test_datainsights_aide.py
tests/test_datainsights_aide_standard.py
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tests/test_dsagent_no_rag.py
tests/test_dslighting_inherits_dsat.py
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tests/test_explore_prompt.py
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tests/test_mle_loader.py
tests/test_my_workflow.py
tests/test_native_benchmark.py
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tests/test_rag_config_only.py
tests/test_single_workflow.py
tests/test_task_loader_architecture.py
tests/test_user_workflow.py
tests/test_v1.8.1.py