ModelOriented / ingredients

Effects and Importances of Model Ingredients

https://modeloriented.github.io/ingredients/

ModelOriented/ingredients Issues

Improvement: Implement `max_vars` in plot.ceteris_paribus_oscillations
Updated 5 months ago
calculate_oscillations returns only NAs as oscillations
Updated 5 months ago
make pdp and cp work with NA in data
Closed 4 years ago6
`calculate_variable_profile` coerces `integer`s to `numeric`s
Closed 2 years ago5
Default color theme, make it consistent with in DALEX
Updated 2 years ago
NOTE in winbuilder
Closed 2 years ago
https://github.com/ModelOriented/DALEX/issues/540
Closed 2 years ago2
Order variables by factor levels for feature importance plot
Closed 2 years ago2
Effect sizes
Closed 2 years ago3
Ceteris Paribus profiles for sparse.model.matrix
Closed 3 years ago1
Add facet options to plots
Closed 3 years ago1
Can't use `coord_flip()` with `plot.aggregated_profiles_explainer`
Closed 3 years ago
Update GH actions
Closed 3 years ago1
Error in FI/PDP on model with one variable
Closed 3 years ago2
update CRAN version
Closed 4 years ago
Differently spaced plots using facet_col.
Closed 4 years ago5
notes
Closed 4 years ago1
CRAN NOTE
Closed 4 years ago
N = NULL in pdp/ale/cd returns error
Closed 4 years ago
package ingredients goes to CRAN
Closed 4 years ago
Use data y_hat mean centering in ale plot
Closed 4 years ago
Use drwhy colors in CP
Closed 4 years ago
CP observation original value isn't always apparent in variable splits
Closed 4 years ago5
[plot CP] auto change the color parameter to '_label_' with multiple models (more than 1 unique label)
Closed 4 years ago2
color argument in plot.aggregated profiles doesn't work
Closed 4 years ago6
Default loss_function for feature_importance
Closed 4 years ago3
Make plot.feature_importance_explainer plot name of loss function
Closed 4 years ago
warnings generated by `class(new_observation) != "data.frame"`
Closed 4 years ago2
n_sample -> N
Closed 4 years ago1
Feature importance loss baseline
Closed 4 years ago1
Automated variable grouping in Variable Importance
Closed 4 years ago4
CP profile for the categorical variable and a few models
Closed 4 years ago1
stringsAsFactors = FALSE breaks ingredients
Closed 5 years ago
move DLAEX to suggests in the CRAN version v1.2
Closed 4 years ago
How to make ceteris_paribus plots for multiple models?
Closed 4 years ago1
Plots Ceteris Paribus Profiles in D3 not working
Closed 5 years ago4
benchmark possible parallelisation of feature_importance with mclapply function.
Closed 5 years ago
add default title to Partial Dependence and Accumulated Effects plots
Closed 5 years ago
add default title to ceteris paribus plots
Closed 5 years ago
add default title to variable importance plot
Closed 5 years ago
change the word dependency to dependence in all functions, tests and the documentation
Closed 5 years ago
fix describe function after FI change
Closed 5 years ago
why does aggregate_profiles have a "variable_type" input argument?
Closed 5 years ago3
Add `desc_sorting` to `plot.variable_importance_explainer` to make it consistent with DALEX
Closed 5 years ago
plot.feature_importance is not working with max_vars
Closed 5 years ago
ALE doesn't preserve factor level order in the output
Closed 5 years ago5
change unique to levels if factor
Closed 5 years ago
`_original_` is initialised in a very slow way
Closed 5 years ago
Add pseudocode for ALE plots
Closed 5 years ago4
chunks instead of par_points
Closed 5 years ago