Example Gallery

Below is a gallery of examples:

Distributions

Examples showing distributions.

Plot distributions

Plot distributions

Inspection

Inspecting models using generalized_additive_models.inspection.

QQDisplay on Gaussian regression

QQDisplay on Gaussian regression

PartialEffectDisplay with identity link

PartialEffectDisplay with identity link

PartialEffectDisplay with log link

PartialEffectDisplay with log link

ResidualScatterDisplay

ResidualScatterDisplay

PartialEffectDisplay for logistic regression

PartialEffectDisplay for logistic regression

PartialEffectDisplay for Poisson regression

PartialEffectDisplay for Poisson regression

Links

Examples showing link functions.

Plot distributions

Plot distributions

Models

Examples of models.

Strength vs. Bodyweight

Strength vs. Bodyweight

Strength vs. Age

Strength vs. Age

Model comparison on salary dataset

Model comparison on salary dataset

Plot Poisson regression

Plot Poisson regression

Splines

Examples showcasing how splines work.

Spline basis

Spline basis

Univariate spline

Univariate spline

Spline bases of varying degrees

Spline bases of varying degrees

Univariate spline with regularization

Univariate spline with regularization

Spline basis fit to data

Spline basis fit to data

Univariate spline with extrapolation

Univariate spline with extrapolation

Univariate spline with expectiles

Univariate spline with expectiles

Plot Linear term

Plot Linear term

Univariate spline with uncertainty

Univariate spline with uncertainty

Plot categorical terms with Tensors

Plot categorical terms with Tensors

Spline basis with constraints

Spline basis with constraints

Tensor spline

Tensor spline

Plot categorical terms

Plot categorical terms

Tensor spline

Tensor spline