├── .github └── workflows │ ├── github-pages.yml │ ├── python-app.yml │ └── python-publish.yml ├── .gitignore ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.rst ├── LICENSE.txt ├── README.md ├── docs ├── Makefile ├── _static │ ├── colors.css │ └── global.css ├── _templates │ └── layout.html ├── api_reference │ ├── batch_models.rst │ ├── exploration.rst │ ├── optimization.rst │ └── streaming.rst ├── assets │ ├── luminaire_flow.png │ ├── luminaire_logo.svg │ └── luminaire_logo_blue.svg ├── conf.py ├── front.png ├── index.rst ├── introduction.rst ├── make.bat ├── sphinx_requirements.txt └── tutorial │ ├── dataprofiling.rst │ ├── filter.png │ ├── filter_score.png │ ├── optimization.rst │ ├── outlier_batch.rst │ ├── pre_prc.png │ ├── profile_head.png │ ├── streaming.rst │ ├── struct_score.png │ ├── structural.png │ ├── window_train_score_auto.png │ ├── window_train_score_manual.png │ └── windows.png ├── luminaire ├── __init__.py ├── exploration │ ├── __init__.py │ └── data_exploration.py ├── model │ ├── __init__.py │ ├── base_model.py │ ├── lad_filtering.py │ ├── lad_structural.py │ ├── model_utils.py │ └── window_density.py ├── optimization │ ├── __init__.py │ └── hyperparameter_optimization.py ├── tests │ ├── __init__.py │ ├── conftest.py │ ├── datasets │ │ ├── daily_test_time_series.csv │ │ ├── daily_test_time_series_scoring.csv │ │ ├── daily_test_time_series_seasonal.csv │ │ ├── daily_test_time_series_seasonal_scoring.csv │ │ ├── daily_test_time_series_with_missing.csv │ │ ├── window_density_test_10_mins.csv │ │ └── window_density_test_hourly.csv │ ├── models │ │ ├── lad_filtering_model │ │ ├── lad_filtering_model_log_seasonal │ │ ├── lad_structural_model │ │ ├── lad_structural_model_log_seasonal │ │ ├── window_density_model │ │ ├── window_density_model_hourly_aggregated │ │ └── window_density_model_hourly_last_window │ ├── test_exploration.py │ ├── test_hyper.py │ └── test_models.py └── utils │ ├── __init__.py │ └── random_state_validation.py ├── requirements.txt └── setup.py /.github/workflows/github-pages.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/.github/workflows/github-pages.yml -------------------------------------------------------------------------------- /.github/workflows/python-app.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/.github/workflows/python-app.yml -------------------------------------------------------------------------------- /.github/workflows/python-publish.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/.github/workflows/python-publish.yml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/.gitignore -------------------------------------------------------------------------------- /CODE_OF_CONDUCT.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/CODE_OF_CONDUCT.md -------------------------------------------------------------------------------- /CONTRIBUTING.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/CONTRIBUTING.rst -------------------------------------------------------------------------------- /LICENSE.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/LICENSE.txt -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/README.md -------------------------------------------------------------------------------- /docs/Makefile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/docs/Makefile -------------------------------------------------------------------------------- /docs/_static/colors.css: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/docs/_static/colors.css -------------------------------------------------------------------------------- /docs/_static/global.css: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/docs/_static/global.css -------------------------------------------------------------------------------- /docs/_templates/layout.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/docs/_templates/layout.html -------------------------------------------------------------------------------- /docs/api_reference/batch_models.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/docs/api_reference/batch_models.rst -------------------------------------------------------------------------------- /docs/api_reference/exploration.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/docs/api_reference/exploration.rst -------------------------------------------------------------------------------- /docs/api_reference/optimization.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/docs/api_reference/optimization.rst -------------------------------------------------------------------------------- /docs/api_reference/streaming.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/docs/api_reference/streaming.rst -------------------------------------------------------------------------------- /docs/assets/luminaire_flow.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/docs/assets/luminaire_flow.png -------------------------------------------------------------------------------- /docs/assets/luminaire_logo.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/docs/assets/luminaire_logo.svg -------------------------------------------------------------------------------- /docs/assets/luminaire_logo_blue.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/docs/assets/luminaire_logo_blue.svg -------------------------------------------------------------------------------- /docs/conf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/docs/conf.py -------------------------------------------------------------------------------- /docs/front.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/docs/front.png -------------------------------------------------------------------------------- /docs/index.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/docs/index.rst -------------------------------------------------------------------------------- /docs/introduction.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/docs/introduction.rst -------------------------------------------------------------------------------- /docs/make.bat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/docs/make.bat -------------------------------------------------------------------------------- /docs/sphinx_requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/docs/sphinx_requirements.txt -------------------------------------------------------------------------------- /docs/tutorial/dataprofiling.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/docs/tutorial/dataprofiling.rst -------------------------------------------------------------------------------- /docs/tutorial/filter.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/docs/tutorial/filter.png -------------------------------------------------------------------------------- /docs/tutorial/filter_score.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/docs/tutorial/filter_score.png -------------------------------------------------------------------------------- /docs/tutorial/optimization.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/docs/tutorial/optimization.rst -------------------------------------------------------------------------------- /docs/tutorial/outlier_batch.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/docs/tutorial/outlier_batch.rst -------------------------------------------------------------------------------- /docs/tutorial/pre_prc.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/docs/tutorial/pre_prc.png -------------------------------------------------------------------------------- /docs/tutorial/profile_head.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/docs/tutorial/profile_head.png -------------------------------------------------------------------------------- /docs/tutorial/streaming.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/docs/tutorial/streaming.rst -------------------------------------------------------------------------------- /docs/tutorial/struct_score.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/docs/tutorial/struct_score.png -------------------------------------------------------------------------------- /docs/tutorial/structural.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/docs/tutorial/structural.png -------------------------------------------------------------------------------- /docs/tutorial/window_train_score_auto.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/docs/tutorial/window_train_score_auto.png -------------------------------------------------------------------------------- /docs/tutorial/window_train_score_manual.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/docs/tutorial/window_train_score_manual.png -------------------------------------------------------------------------------- /docs/tutorial/windows.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/docs/tutorial/windows.png -------------------------------------------------------------------------------- /luminaire/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/luminaire/__init__.py -------------------------------------------------------------------------------- /luminaire/exploration/__init__.py: -------------------------------------------------------------------------------- 1 | from . import data_exploration 2 | -------------------------------------------------------------------------------- /luminaire/exploration/data_exploration.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/luminaire/exploration/data_exploration.py -------------------------------------------------------------------------------- /luminaire/model/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/luminaire/model/__init__.py -------------------------------------------------------------------------------- /luminaire/model/base_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/luminaire/model/base_model.py -------------------------------------------------------------------------------- /luminaire/model/lad_filtering.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/luminaire/model/lad_filtering.py -------------------------------------------------------------------------------- /luminaire/model/lad_structural.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/luminaire/model/lad_structural.py -------------------------------------------------------------------------------- /luminaire/model/model_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/luminaire/model/model_utils.py -------------------------------------------------------------------------------- /luminaire/model/window_density.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/luminaire/model/window_density.py -------------------------------------------------------------------------------- /luminaire/optimization/__init__.py: -------------------------------------------------------------------------------- 1 | from . import hyperparameter_optimization 2 | -------------------------------------------------------------------------------- /luminaire/optimization/hyperparameter_optimization.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/luminaire/optimization/hyperparameter_optimization.py -------------------------------------------------------------------------------- /luminaire/tests/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /luminaire/tests/conftest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/luminaire/tests/conftest.py -------------------------------------------------------------------------------- /luminaire/tests/datasets/daily_test_time_series.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/luminaire/tests/datasets/daily_test_time_series.csv -------------------------------------------------------------------------------- /luminaire/tests/datasets/daily_test_time_series_scoring.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/luminaire/tests/datasets/daily_test_time_series_scoring.csv -------------------------------------------------------------------------------- /luminaire/tests/datasets/daily_test_time_series_seasonal.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/luminaire/tests/datasets/daily_test_time_series_seasonal.csv -------------------------------------------------------------------------------- /luminaire/tests/datasets/daily_test_time_series_seasonal_scoring.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/luminaire/tests/datasets/daily_test_time_series_seasonal_scoring.csv -------------------------------------------------------------------------------- /luminaire/tests/datasets/daily_test_time_series_with_missing.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/luminaire/tests/datasets/daily_test_time_series_with_missing.csv -------------------------------------------------------------------------------- /luminaire/tests/datasets/window_density_test_10_mins.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/luminaire/tests/datasets/window_density_test_10_mins.csv -------------------------------------------------------------------------------- /luminaire/tests/datasets/window_density_test_hourly.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/luminaire/tests/datasets/window_density_test_hourly.csv -------------------------------------------------------------------------------- /luminaire/tests/models/lad_filtering_model: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/luminaire/tests/models/lad_filtering_model -------------------------------------------------------------------------------- /luminaire/tests/models/lad_filtering_model_log_seasonal: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/luminaire/tests/models/lad_filtering_model_log_seasonal -------------------------------------------------------------------------------- /luminaire/tests/models/lad_structural_model: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/luminaire/tests/models/lad_structural_model -------------------------------------------------------------------------------- /luminaire/tests/models/lad_structural_model_log_seasonal: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/luminaire/tests/models/lad_structural_model_log_seasonal -------------------------------------------------------------------------------- /luminaire/tests/models/window_density_model: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/luminaire/tests/models/window_density_model -------------------------------------------------------------------------------- /luminaire/tests/models/window_density_model_hourly_aggregated: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/luminaire/tests/models/window_density_model_hourly_aggregated -------------------------------------------------------------------------------- /luminaire/tests/models/window_density_model_hourly_last_window: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/luminaire/tests/models/window_density_model_hourly_last_window -------------------------------------------------------------------------------- /luminaire/tests/test_exploration.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/luminaire/tests/test_exploration.py -------------------------------------------------------------------------------- /luminaire/tests/test_hyper.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/luminaire/tests/test_hyper.py -------------------------------------------------------------------------------- /luminaire/tests/test_models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/luminaire/tests/test_models.py -------------------------------------------------------------------------------- /luminaire/utils/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/luminaire/utils/__init__.py -------------------------------------------------------------------------------- /luminaire/utils/random_state_validation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/luminaire/utils/random_state_validation.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/requirements.txt -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zillow/luminaire/HEAD/setup.py --------------------------------------------------------------------------------