Effects and Importances of Model Ingredients


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Documentation for package ‘ingredients’ version 0.3.1

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accumulated_dependency Accumulated Local Effects Profiles aka ALEPlots
accumulated_dependency.ceteris_paribus_explainer Accumulated Local Effects Profiles aka ALEPlots
accumulated_dependency.default Accumulated Local Effects Profiles aka ALEPlots
accumulated_dependency.explainer Accumulated Local Effects Profiles aka ALEPlots
aggregate_profiles Aggregate Ceteris Paribus Profiles
calculate_oscillations Calculate Oscillations for Ceteris Paribus Explainer
calculate_variable_profile Internal Function for Individual Variable Profiles
calculate_variable_split Internal Function for Split Points for Selected Variables
ceteris_paribus Ceteris Paribus Profiles aka Individual Variable Profiles
ceteris_paribus.default Ceteris Paribus Profiles aka Individual Variable Profiles
ceteris_paribus.explainer Ceteris Paribus Profiles aka Individual Variable Profiles
ceteris_paribus_2d Ceteris Paribus 2D Plot
cluster_profiles Cluster Ceteris Paribus Profiles
conditional_dependency Conditional Dependency Profiles
conditional_dependency.ceteris_paribus_explainer Conditional Dependency Profiles
conditional_dependency.default Conditional Dependency Profiles
conditional_dependency.explainer Conditional Dependency Profiles
feature_importance Feature Importance Plots
feature_importance.default Feature Importance Plots
feature_importance.explainer Feature Importance Plots
local_dependency Conditional Dependency Profiles
partial_dependency Partial Dependency Profiles
partial_dependency.ceteris_paribus_explainer Partial Dependency Profiles
partial_dependency.default Partial Dependency Profiles
partial_dependency.explainer Partial Dependency Profiles
plot.aggregated_profiles_explainer Adds a Layer with Aggregated Profiles
plot.ceteris_paribus_2d_explainer Plot Ceteris Paribus 2D Explanations
plot.ceteris_paribus_explainer Plots Ceteris Paribus Profiles
plot.ceteris_paribus_oscillations Plot Ceteris Paribus Oscillations
plot.feature_importance_explainer Plots Variable Importance
plotD3 Plot Feature Importance Objects in D3 with r2d3 Package.
plotD3.feature_importance_explainer Plot Feature Importance Objects in D3 with r2d3 Package.
print.aggregated_ceteris_paribus_explainer Prints Aggregated Profiles
print.ceteris_paribus_explainer Prints Individual Variable Explainer Summary
select_neighbours Select Subset of Rows Closest to a Specified Observation
select_sample Select Subset of Rows
show_aggreagated_profiles Adds a Layer with Aggregated Profiles
show_observations Adds a Layer with Observations to a Profile Plot
show_rugs Adds a Layer with Rugs to a Profile Plot
theme_drwhy DrWhy Theme for ggplot Objects
theme_drwhy_blank DrWhy Theme for ggplot Objects
theme_drwhy_colors DrWhy Theme for ggplot Objects
theme_drwhy_colors_gradient DrWhy Theme for ggplot Objects
theme_drwhy_vertical DrWhy Theme for ggplot Objects