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mikolajsp authored Aug 30, 2023
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# survex (development)
# survex 1.1.0

* fixed not being able to plot or print SurvLIME results for the cph model sometimes. ([#72](https://github.com/ModelOriented/survex/issues/72))
* added global explanations via the SurvSHAP(t) method (see `model_survshap()` function)
* added plots for global SurvSHAP(t) explanations (see `plot.aggregated_surv_shap()`)
* added Accumulated Local Effects (ALE) explanations (see `model_profile(..., type = "accumulated")`)
* added 2-dimensional PDP and ALE plots (see `model_profile_2d()` function)
* added `plot2()` function for plotting PDP and ALE explanations without the time dimension
* added `plot(..., geom="variable")` function for plotting PDP and ALE explanations without the time dimension
* new explainers: for `flexsurv` models and for Python scikit-survival models (can be used with `reticulate`)
* new plot type for `model_survshap()` - curves (with functional box plot)
* added diagnostic explanations - residual analysis (see `model_diagnostics()` function)
* added new times generation method `"survival_quantiles"` and setting it as default (see `explain()`)
* made improvements on the vignettes for the package (see `vignette("pdp")` and `vignette("global-survshap")`)
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