.flake8
.gitignore
.pre-commit-config.yaml
.pylintrc
LICENSE
README.rst
pyproject.toml
setup.py
.github/release-drafter.yml
.github/ISSUE_TEMPLATE/bug_report.md
.github/ISSUE_TEMPLATE/feature_request.md
.github/workflows/codecov.yml
.github/workflows/gh_pages.yml
.github/workflows/linter.yml
.github/workflows/publish_to_pypi.yml
.github/workflows/pull_request_tests.yml
.github/workflows/release_drafter.yml
NLR_mlclouds.egg-info/PKG-INFO
NLR_mlclouds.egg-info/SOURCES.txt
NLR_mlclouds.egg-info/dependency_links.txt
NLR_mlclouds.egg-info/requires.txt
NLR_mlclouds.egg-info/top_level.txt
configs/nsrdb_vars.csv
docs/Makefile
docs/README.md
docs/make.bat
docs/requirements.txt
docs/source/api.rst
docs/source/conf.py
docs/source/index.rst
docs/source/_static/custom.css
docs/source/_templates/custom-class-template.rst
docs/source/_templates/custom-module-template.rst
docs/source/misc/installation.rst
docs/source/misc/installation_usage.rst
examples/Autoxval_Post_Process_Example.ipynb
examples/README.md
examples/gridsearch.sh
examples/run_all.sh
examples/single_axv.py
examples/single_axv.sh
hyperparameter_tuning/gridsearch_default.json
hyperparameter_tuning/results.csv
hyperparameter_tuning/results.ipynb
mlclouds/__init__.py
mlclouds/_version.py
mlclouds/autoxval.py
mlclouds/data_cleaners.py
mlclouds/data_handlers.py
mlclouds/grid_searcher.py
mlclouds/nsrdb.py
mlclouds/p_fun.py
mlclouds/tdhi.py
mlclouds/tdisc.py
mlclouds/tfarms.py
mlclouds/trainer.py
mlclouds/utilities.py
mlclouds/validator.py
mlclouds/model/__init__.py
mlclouds/model/base.py
mlclouds/model/multi_step.py
mlclouds/model/cloud_properties/config.json
mlclouds/model/cloud_properties/mlclouds_model.json
mlclouds/model/cloud_properties/mlclouds_model.pkl
mlclouds/model/cloud_properties/mlclouds_model_env.json
mlclouds/model/cloud_properties/training_history.csv
mlclouds/model/cloud_properties/validation_stats.csv
mlclouds/model/cloud_properties/validation_stats_east.csv
mlclouds/model/cloud_properties/validation_stats_west.csv
mlclouds/model/cloud_properties/outputs/mlclouds_model.json
mlclouds/model/cloud_properties/outputs/mlclouds_model.pkl
mlclouds/model/cloud_properties/outputs/mlclouds_model_env.json
mlclouds/model/cloud_properties/outputs/training_history.csv
mlclouds/model/cloud_properties/outputs/validation_stats.csv
mlclouds/model/cloud_properties/outputs/validation_stats_east.csv
mlclouds/model/cloud_properties/outputs/validation_stats_west.csv
mlclouds/model/cloud_type/config.json
mlclouds/model/cloud_type/outputs/mlclouds_model.json
mlclouds/model/cloud_type/outputs/mlclouds_model.pkl
mlclouds/model/cloud_type/outputs/mlclouds_model_env.json
mlclouds/model/cloud_type/outputs/training_history.csv
mlclouds/model/cloud_type/outputs/validation_stats.csv
mlclouds/model/cloud_type/outputs/validation_stats_east.csv
mlclouds/model/cloud_type/outputs/validation_stats_west.csv
mlclouds/model/k_fold/__init__.py
mlclouds/model/k_fold/config.json
mlclouds/model/k_fold/k_fold.py
mlclouds/model/k_fold/make_plots.py
mlclouds/model/k_fold/run_k_fold_all.sh
mlclouds/model/k_fold/run_k_fold_single.sh
mlclouds/model/k_fold/outputs/model_0.json
mlclouds/model/k_fold/outputs/model_0.pkl
mlclouds/model/k_fold/outputs/model_1.json
mlclouds/model/k_fold/outputs/model_1.pkl
mlclouds/model/k_fold/outputs/model_4.json
mlclouds/model/k_fold/outputs/model_4.pkl
mlclouds/model/k_fold/outputs/model_5.json
mlclouds/model/k_fold/outputs/model_5.pkl
mlclouds/model/k_fold/outputs/model_6.json
mlclouds/model/k_fold/outputs/model_6.pkl
mlclouds/model/k_fold/outputs/model_7.json
mlclouds/model/k_fold/outputs/model_7.pkl
mlclouds/model/k_fold/outputs/training_history_0.csv
mlclouds/model/k_fold/outputs/training_history_1.csv
mlclouds/model/k_fold/outputs/training_history_4.csv
mlclouds/model/k_fold/outputs/training_history_5.csv
mlclouds/model/k_fold/outputs/training_history_6.csv
mlclouds/model/k_fold/outputs/training_history_7.csv
mlclouds/model/k_fold/outputs/validation_stats_0.csv
mlclouds/model/k_fold/outputs/validation_stats_1.csv
mlclouds/model/k_fold/outputs/validation_stats_4.csv
mlclouds/model/k_fold/outputs/validation_stats_5.csv
mlclouds/model/k_fold/outputs/validation_stats_6.csv
mlclouds/model/k_fold/outputs/validation_stats_7.csv
mlclouds/model/k_fold/outputs/validation_stats_east_0.csv
mlclouds/model/k_fold/outputs/validation_stats_east_1.csv
mlclouds/model/k_fold/outputs/validation_stats_east_4.csv
mlclouds/model/k_fold/outputs/validation_stats_east_5.csv
mlclouds/model/k_fold/outputs/validation_stats_east_6.csv
mlclouds/model/k_fold/outputs/validation_stats_east_7.csv
mlclouds/model/k_fold/outputs/validation_stats_west_0.csv
mlclouds/model/k_fold/outputs/validation_stats_west_1.csv
mlclouds/model/k_fold/outputs/validation_stats_west_4.csv
mlclouds/model/k_fold/outputs/validation_stats_west_5.csv
mlclouds/model/k_fold/outputs/validation_stats_west_6.csv
mlclouds/model/k_fold/outputs/validation_stats_west_7.csv
mlclouds/model/k_fold/plots/kfold_stats_mae_dni_all_sky.png
mlclouds/model/k_fold/plots/kfold_stats_mae_dni_clear.png
mlclouds/model/k_fold/plots/kfold_stats_mae_dni_cloudy.png
mlclouds/model/k_fold/plots/kfold_stats_mae_dni_missing_cloud_data.png
mlclouds/model/k_fold/plots/kfold_stats_mae_ghi_all_sky.png
mlclouds/model/k_fold/plots/kfold_stats_mae_ghi_clear.png
mlclouds/model/k_fold/plots/kfold_stats_mae_ghi_cloudy.png
mlclouds/model/k_fold/plots/kfold_stats_mae_ghi_missing_cloud_data.png
mlclouds/model/k_fold/plots/kfold_stats_mbe_dni_all_sky.png
mlclouds/model/k_fold/plots/kfold_stats_mbe_dni_clear.png
mlclouds/model/k_fold/plots/kfold_stats_mbe_dni_cloudy.png
mlclouds/model/k_fold/plots/kfold_stats_mbe_dni_missing_cloud_data.png
mlclouds/model/k_fold/plots/kfold_stats_mbe_ghi_all_sky.png
mlclouds/model/k_fold/plots/kfold_stats_mbe_ghi_clear.png
mlclouds/model/k_fold/plots/kfold_stats_mbe_ghi_cloudy.png
mlclouds/model/k_fold/plots/kfold_stats_mbe_ghi_missing_cloud_data.png
mlclouds/model/k_fold/plots/kfold_stats_rmse_dni_all_sky.png
mlclouds/model/k_fold/plots/kfold_stats_rmse_dni_clear.png
mlclouds/model/k_fold/plots/kfold_stats_rmse_dni_cloudy.png
mlclouds/model/k_fold/plots/kfold_stats_rmse_dni_missing_cloud_data.png
mlclouds/model/k_fold/plots/kfold_stats_rmse_ghi_all_sky.png
mlclouds/model/k_fold/plots/kfold_stats_rmse_ghi_clear.png
mlclouds/model/k_fold/plots/kfold_stats_rmse_ghi_cloudy.png
mlclouds/model/k_fold/plots/kfold_stats_rmse_ghi_missing_cloud_data.png
mlclouds/model/k_fold/stdout/stdout_8442609.txt
mlclouds/model/k_fold/stdout/stdout_8442610.txt
mlclouds/model/k_fold/stdout/stdout_8442611.txt
mlclouds/model/k_fold/stdout/stdout_8442612.txt
mlclouds/model/k_fold/stdout/stdout_8442613.txt
mlclouds/model/k_fold/stdout/stdout_8442614.txt
mlclouds/model/k_fold/stdout/stdout_8442615.txt
mlclouds/model/k_fold/stdout/stdout_8442616.txt
mlclouds/model/k_fold/stdout/stdout_8442617.txt
mlclouds/model/legacy/config.json
mlclouds/model/legacy/outputs/mlclouds_model.json
mlclouds/model/legacy/outputs/mlclouds_model.pkl
mlclouds/model/legacy/outputs/mlclouds_model_env.json
mlclouds/model/legacy/outputs/training_history.csv
mlclouds/model/legacy/outputs/validation_stats.csv
mlclouds/model/legacy/outputs/validation_stats_east.csv
mlclouds/model/legacy/outputs/validation_stats_west.csv
mlclouds/model/legacy/plots/stats_mae_dni_all_sky.png
mlclouds/model/legacy/plots/stats_mae_dni_clear.png
mlclouds/model/legacy/plots/stats_mae_dni_cloudy.png
mlclouds/model/legacy/plots/stats_mae_dni_missing_cloud_data.png
mlclouds/model/legacy/plots/stats_mae_ghi_all_sky.png
mlclouds/model/legacy/plots/stats_mae_ghi_clear.png
mlclouds/model/legacy/plots/stats_mae_ghi_cloudy.png
mlclouds/model/legacy/plots/stats_mae_ghi_missing_cloud_data.png
mlclouds/model/legacy/plots/stats_mbe_dni_all_sky.png
mlclouds/model/legacy/plots/stats_mbe_dni_clear.png
mlclouds/model/legacy/plots/stats_mbe_dni_cloudy.png
mlclouds/model/legacy/plots/stats_mbe_dni_missing_cloud_data.png
mlclouds/model/legacy/plots/stats_mbe_ghi_all_sky.png
mlclouds/model/legacy/plots/stats_mbe_ghi_clear.png
mlclouds/model/legacy/plots/stats_mbe_ghi_cloudy.png
mlclouds/model/legacy/plots/stats_mbe_ghi_missing_cloud_data.png
mlclouds/model/legacy/plots/stats_rmse_dni_all_sky.png
mlclouds/model/legacy/plots/stats_rmse_dni_clear.png
mlclouds/model/legacy/plots/stats_rmse_dni_cloudy.png
mlclouds/model/legacy/plots/stats_rmse_dni_missing_cloud_data.png
mlclouds/model/legacy/plots/stats_rmse_ghi_all_sky.png
mlclouds/model/legacy/plots/stats_rmse_ghi_clear.png
mlclouds/model/legacy/plots/stats_rmse_ghi_cloudy.png
mlclouds/model/legacy/plots/stats_rmse_ghi_missing_cloud_data.png
mlclouds/model/legacy/stdout/stdout_12133411.txt
mlclouds/model/type_plus_properties/config.json
mlclouds/model/type_plus_properties/outputs/mlclouds_model.json
mlclouds/model/type_plus_properties/outputs/mlclouds_model.pkl
mlclouds/model/type_plus_properties/outputs/mlclouds_model_env.json
mlclouds/model/type_plus_properties/outputs/training_history.csv
mlclouds/model/type_plus_properties/outputs/validation_stats.csv
mlclouds/model/type_plus_properties/outputs/validation_stats_east.csv
mlclouds/model/type_plus_properties/outputs/validation_stats_west.csv
mlclouds/scripts/__init__.py
mlclouds/scripts/make_plots.py
mlclouds/scripts/run_sbatch.sh
mlclouds/scripts/run_train_test.sh
mlclouds/scripts/train.py
mlclouds/scripts/train_n_val.py
tests/README.md
tests/test_autoxval.py
tests/test_cloud_type_model.py
tests/test_combined_model.py
tests/test_legacy_model.py
tests/test_multistep_model.py
tests/test_tdisc.py
tests/test_tfarms.py
tests/test_xval.py
tests/data/README.md
tests/data/fake_stats.csv
tests/timeseries/timeseries_dni_6.csv
tests/timeseries/timeseries_ghi_6.csv