.gitignore
.pre-commit-config.yaml
.readthedocs.yaml
LICENSE
README.md
pyproject.toml
.github/workflows/code-quality-main.yaml
.github/workflows/code-quality-pr.yaml
.github/workflows/publish-to-pypi.yml
.github/workflows/tests.yaml
MIMICIV_TUTORIAL/README.MD
MIMICIV_TUTORIAL/tabularize_meds.sh
docs/Makefile
docs/generate.sh
docs/make.bat
docs/requirements.txt
docs/assets/dark_purple_meds_tab.png
docs/assets/light_purple_meds_tab.png
docs/assets/main_fig.png
docs/assets/pivot.png
docs/assets/white_meds_tab.png
docs/source/conf.py
docs/source/implementation.md
docs/source/index.md
docs/source/overview.md
docs/source/prediction.md
docs/source/profiling.md
docs/source/_static/switcher.json
src/MEDS_tabular_automl/__init__.py
src/MEDS_tabular_automl/base_model.py
src/MEDS_tabular_automl/describe_codes.py
src/MEDS_tabular_automl/evaluation_callback.py
src/MEDS_tabular_automl/file_name.py
src/MEDS_tabular_automl/generate_static_features.py
src/MEDS_tabular_automl/generate_summarized_reps.py
src/MEDS_tabular_automl/generate_ts_features.py
src/MEDS_tabular_automl/mapper.py
src/MEDS_tabular_automl/sklearn_model.py
src/MEDS_tabular_automl/tabular_dataset.py
src/MEDS_tabular_automl/utils.py
src/MEDS_tabular_automl/xgboost_model.py
src/MEDS_tabular_automl/configs/__init__.py
src/MEDS_tabular_automl/configs/default.yaml
src/MEDS_tabular_automl/configs/describe_codes.yaml
src/MEDS_tabular_automl/configs/launch_model.yaml
src/MEDS_tabular_automl/configs/tabularization.yaml
src/MEDS_tabular_automl/configs/task_specific_caching.yaml
src/MEDS_tabular_automl/configs/hydra/callbacks/evaluation_callback.yaml
src/MEDS_tabular_automl/configs/model_launcher/__init__.py
src/MEDS_tabular_automl/configs/model_launcher/autogluon.yaml
src/MEDS_tabular_automl/configs/model_launcher/default.yaml
src/MEDS_tabular_automl/configs/model_launcher/knn_classifier.yaml
src/MEDS_tabular_automl/configs/model_launcher/logistic_regression.yaml
src/MEDS_tabular_automl/configs/model_launcher/random_forest_classifier.yaml
src/MEDS_tabular_automl/configs/model_launcher/sgd_classifier.yaml
src/MEDS_tabular_automl/configs/model_launcher/xgboost.yaml
src/MEDS_tabular_automl/configs/model_launcher/data_loading_params/__init__.py
src/MEDS_tabular_automl/configs/model_launcher/data_loading_params/default.yaml
src/MEDS_tabular_automl/configs/model_launcher/data_processing_params/__init__.py
src/MEDS_tabular_automl/configs/model_launcher/data_processing_params/default.yaml
src/MEDS_tabular_automl/configs/model_launcher/data_processing_params/imputer/__init__.py
src/MEDS_tabular_automl/configs/model_launcher/data_processing_params/imputer/default.yaml
src/MEDS_tabular_automl/configs/model_launcher/data_processing_params/imputer/mean_imputer.yaml
src/MEDS_tabular_automl/configs/model_launcher/data_processing_params/imputer/median_imputer.yaml
src/MEDS_tabular_automl/configs/model_launcher/data_processing_params/imputer/mode_imputer.yaml
src/MEDS_tabular_automl/configs/model_launcher/data_processing_params/normalization/__init__.py
src/MEDS_tabular_automl/configs/model_launcher/data_processing_params/normalization/default.yaml
src/MEDS_tabular_automl/configs/model_launcher/data_processing_params/normalization/max_abs_scaler.yaml
src/MEDS_tabular_automl/configs/model_launcher/data_processing_params/normalization/standard_scaler.yaml
src/MEDS_tabular_automl/configs/model_launcher/path/__init__.py
src/MEDS_tabular_automl/configs/model_launcher/path/default.yaml
src/MEDS_tabular_automl/configs/model_launcher/training_params/__init__.py
src/MEDS_tabular_automl/configs/model_launcher/training_params/default.yaml
src/MEDS_tabular_automl/configs/tabularization/__init__.py
src/MEDS_tabular_automl/configs/tabularization/default.yaml
src/MEDS_tabular_automl/scripts/__init__.py
src/MEDS_tabular_automl/scripts/cache_task.py
src/MEDS_tabular_automl/scripts/describe_codes.py
src/MEDS_tabular_automl/scripts/generate_subsets.py
src/MEDS_tabular_automl/scripts/launch_autogluon.py
src/MEDS_tabular_automl/scripts/launch_model.py
src/MEDS_tabular_automl/scripts/tabularize_static.py
src/MEDS_tabular_automl/scripts/tabularize_time_series.py
src/meds_tab.egg-info/PKG-INFO
src/meds_tab.egg-info/SOURCES.txt
src/meds_tab.egg-info/dependency_links.txt
src/meds_tab.egg-info/entry_points.txt
src/meds_tab.egg-info/requires.txt
src/meds_tab.egg-info/top_level.txt
tests/__init__.py
tests/test_configs.py
tests/test_integration.py
tests/test_tabularize.py