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break_down function identifies inteactionsbreak_down function supports DALEX explainersbreak_down function has complexity O(2p) for models without interactions, much faster than the old versionbroken.default has now the keep_distributions arguments. If TRUE then the whole distribution of conditional residuals is remebered and avaliable for plotting #17README.mdbroken.default to make it work with xgboost and other non data.frame databroken.lm supports unnormalized coefficients (thanks to Joseph Larmarange) just add predict.function = betas #9broken.default is now model agnostic!broken.ranger is removed since broken.default is much betterprint and plot functions, a new vigniette for model agnostic plotsbroken.lm and broken.glm are now supporting interactions (#7)print() and plot() functions are now handling different options for rounding via additional arguments digits = 3, rounding_function = round (#8)baseline argument is added to the broken function (#1)These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.