├── .flake8 ├── .github └── workflows │ ├── ci.yml │ └── docs.yml ├── .gitignore ├── .pre-commit-config.yaml ├── CHANGELOG.md ├── LICENSE ├── README.md ├── docs └── .gitkeep ├── makefile ├── poetry.lock ├── poetry.toml ├── pyproject.toml ├── src ├── doubt │ ├── __init__.py │ ├── datasets │ │ ├── __init__.py │ │ ├── airfoil.py │ │ ├── bike_sharing_daily.py │ │ ├── bike_sharing_hourly.py │ │ ├── blog.py │ │ ├── concrete.py │ │ ├── cpu.py │ │ ├── dataset.py │ │ ├── facebook_comments.py │ │ ├── facebook_metrics.py │ │ ├── fish_bioconcentration.py │ │ ├── fish_toxicity.py │ │ ├── forest_fire.py │ │ ├── gas_turbine.py │ │ ├── nanotube.py │ │ ├── new_taipei_housing.py │ │ ├── parkinsons.py │ │ ├── power_plant.py │ │ ├── protein.py │ │ ├── servo.py │ │ ├── solar_flare.py │ │ ├── space_shuttle.py │ │ ├── stocks.py │ │ ├── superconductivity.py │ │ ├── tehran_housing.py │ │ └── yacht.py │ └── models │ │ ├── __init__.py │ │ ├── boot │ │ ├── __init__.py │ │ └── boot.py │ │ ├── glm │ │ ├── __init__.py │ │ ├── quantile_loss.py │ │ └── quantile_regressor.py │ │ ├── model.py │ │ └── tree │ │ ├── __init__.py │ │ ├── forest.py │ │ ├── tree.py │ │ └── utils.py └── scripts │ ├── fix_dot_env_file.py │ └── versioning.py └── tests └── .gitkeep /.flake8: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/.flake8 -------------------------------------------------------------------------------- /.github/workflows/ci.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/.github/workflows/ci.yml -------------------------------------------------------------------------------- /.github/workflows/docs.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/.github/workflows/docs.yml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/.gitignore -------------------------------------------------------------------------------- /.pre-commit-config.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/.pre-commit-config.yaml -------------------------------------------------------------------------------- /CHANGELOG.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/CHANGELOG.md -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/README.md -------------------------------------------------------------------------------- /docs/.gitkeep: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /makefile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/makefile -------------------------------------------------------------------------------- /poetry.lock: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/poetry.lock -------------------------------------------------------------------------------- /poetry.toml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/poetry.toml -------------------------------------------------------------------------------- /pyproject.toml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/pyproject.toml -------------------------------------------------------------------------------- /src/doubt/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/src/doubt/__init__.py -------------------------------------------------------------------------------- /src/doubt/datasets/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/src/doubt/datasets/__init__.py -------------------------------------------------------------------------------- /src/doubt/datasets/airfoil.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/src/doubt/datasets/airfoil.py -------------------------------------------------------------------------------- /src/doubt/datasets/bike_sharing_daily.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/src/doubt/datasets/bike_sharing_daily.py -------------------------------------------------------------------------------- /src/doubt/datasets/bike_sharing_hourly.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/src/doubt/datasets/bike_sharing_hourly.py -------------------------------------------------------------------------------- /src/doubt/datasets/blog.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/src/doubt/datasets/blog.py -------------------------------------------------------------------------------- /src/doubt/datasets/concrete.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/src/doubt/datasets/concrete.py -------------------------------------------------------------------------------- /src/doubt/datasets/cpu.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/src/doubt/datasets/cpu.py -------------------------------------------------------------------------------- /src/doubt/datasets/dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/src/doubt/datasets/dataset.py -------------------------------------------------------------------------------- /src/doubt/datasets/facebook_comments.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/src/doubt/datasets/facebook_comments.py -------------------------------------------------------------------------------- /src/doubt/datasets/facebook_metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/src/doubt/datasets/facebook_metrics.py -------------------------------------------------------------------------------- /src/doubt/datasets/fish_bioconcentration.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/src/doubt/datasets/fish_bioconcentration.py -------------------------------------------------------------------------------- /src/doubt/datasets/fish_toxicity.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/src/doubt/datasets/fish_toxicity.py -------------------------------------------------------------------------------- /src/doubt/datasets/forest_fire.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/src/doubt/datasets/forest_fire.py -------------------------------------------------------------------------------- /src/doubt/datasets/gas_turbine.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/src/doubt/datasets/gas_turbine.py -------------------------------------------------------------------------------- /src/doubt/datasets/nanotube.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/src/doubt/datasets/nanotube.py -------------------------------------------------------------------------------- /src/doubt/datasets/new_taipei_housing.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/src/doubt/datasets/new_taipei_housing.py -------------------------------------------------------------------------------- /src/doubt/datasets/parkinsons.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/src/doubt/datasets/parkinsons.py -------------------------------------------------------------------------------- /src/doubt/datasets/power_plant.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/src/doubt/datasets/power_plant.py -------------------------------------------------------------------------------- /src/doubt/datasets/protein.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/src/doubt/datasets/protein.py -------------------------------------------------------------------------------- /src/doubt/datasets/servo.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/src/doubt/datasets/servo.py -------------------------------------------------------------------------------- /src/doubt/datasets/solar_flare.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/src/doubt/datasets/solar_flare.py -------------------------------------------------------------------------------- /src/doubt/datasets/space_shuttle.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/src/doubt/datasets/space_shuttle.py -------------------------------------------------------------------------------- /src/doubt/datasets/stocks.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/src/doubt/datasets/stocks.py -------------------------------------------------------------------------------- /src/doubt/datasets/superconductivity.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/src/doubt/datasets/superconductivity.py -------------------------------------------------------------------------------- /src/doubt/datasets/tehran_housing.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/src/doubt/datasets/tehran_housing.py -------------------------------------------------------------------------------- /src/doubt/datasets/yacht.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/src/doubt/datasets/yacht.py -------------------------------------------------------------------------------- /src/doubt/models/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/src/doubt/models/__init__.py -------------------------------------------------------------------------------- /src/doubt/models/boot/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/src/doubt/models/boot/__init__.py -------------------------------------------------------------------------------- /src/doubt/models/boot/boot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/src/doubt/models/boot/boot.py -------------------------------------------------------------------------------- /src/doubt/models/glm/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/src/doubt/models/glm/__init__.py -------------------------------------------------------------------------------- /src/doubt/models/glm/quantile_loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/src/doubt/models/glm/quantile_loss.py -------------------------------------------------------------------------------- /src/doubt/models/glm/quantile_regressor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/src/doubt/models/glm/quantile_regressor.py -------------------------------------------------------------------------------- /src/doubt/models/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/src/doubt/models/model.py -------------------------------------------------------------------------------- /src/doubt/models/tree/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/src/doubt/models/tree/__init__.py -------------------------------------------------------------------------------- /src/doubt/models/tree/forest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/src/doubt/models/tree/forest.py -------------------------------------------------------------------------------- /src/doubt/models/tree/tree.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/src/doubt/models/tree/tree.py -------------------------------------------------------------------------------- /src/doubt/models/tree/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/src/doubt/models/tree/utils.py -------------------------------------------------------------------------------- /src/scripts/fix_dot_env_file.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/src/scripts/fix_dot_env_file.py -------------------------------------------------------------------------------- /src/scripts/versioning.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/saattrupdan/doubt/HEAD/src/scripts/versioning.py -------------------------------------------------------------------------------- /tests/.gitkeep: -------------------------------------------------------------------------------- 1 | --------------------------------------------------------------------------------