ModelOriented/survex

Issues

• SurvSHAP for models in censored/tidymodels

  #97 opened a month ago by alkat19
  0

• Error message encountered with mlr3 parametric learner

  #96 opened 2 months ago by Lee-xli
  0

• implausibel beta coefficient estimates in survex

  #95 opened 3 months ago by antjejahn
  0

• Explainer for graph learners from mlr3proba

  #94 opened 3 months ago by Lee-xli
  1

• Calculation of SHAP values for continuous and categorical variables

  #93 opened 8 months ago by lzxcvn
  1

• error in evaluating the argument 'x' in selecting a method for function 't': attempt to set 'colnames' on an object with less than two dimensions

  #91 opened 9 months ago by lzxcvn
  2

• change the color of 'plot.aggregated_surv_shap'

  #92 opened 9 months ago by Dacy34
  2

• Partial Dependence plots exclusively for a specific set of observations

  #90 opened 10 months ago by dmresearch15
  1

• Code snippets for survival SVM and survival GBM

  #88 opened a year ago by pbiecek
  1

• Feature: add support for computing SurvSHAP using treeshap-algorithm

  #75 opened a year ago by kapsner
  2

• Update vignette

  #38 opened a year ago by mikolajsp
  2

• Suggestion on progressr

  #83 opened a year ago by HenrikBengtsson
  4

• Request: Ability to use testing data for performance evaluation

  #76 opened a year ago by patrickheindel
  1

• Boxplot over the legend in pdp plots

  #41 opened 2 years ago by mikolajsp
  2

• Parallel analysis for model_parts function

  #71 opened 2 years ago by MosquitoFan
  2

• How to understand the model_parts() to get the importantce of features

  #69 opened 2 years ago by Phoenix12580
  4

• SurvLIME sometimes doesn't print or plot for CPH model

  #72 opened 2 years ago by mikolajsp
  1

• Rugs are plotted based on `y` for the entire dataset

  #65 opened 2 years ago by krzyzinskim
  0

• Add possibility for plotting multiple local explanations for the same model

  #47 opened 2 years ago by krzyzinskim
  0

• SurvSHAP(t) calculation with `kernelshap` package

  #45 opened 2 years ago by krzyzinskim
  0

• Add information about time (range, method of generation) to printing of explainers

  #36 opened 2 years ago by mikolajsp
  0

• Integration of metrics with `normalization = "survival"` doesn't work

  #61 opened 2 years ago by mikolajsp
  0

• Changed format of the arranged multiple plots

  #57 opened 2 years ago by krzyzinskim
  0

• errors "Error in Ops.Surv(observed, predicted) : Invalid operation on a survival time"

  #59 opened 2 years ago by MosquitoFan
  2

• Integration type =

  #60 opened 2 years ago by mikolajsp
  0

• add C index which ignores ties

  #23 opened 2 years ago by hbaniecki
  0

• add ROC AUC for selected timepoints

  #22 opened 2 years ago by hbaniecki
  0

• In PDP `categorical_variables` argument is unintuitive

  #39 opened 2 years ago by mikolajsp
  1

• refactor feature importance code

  #28 opened 2 years ago by hbaniecki
  0

• refactor `loss_integrate`

  #31 opened 2 years ago by hbaniecki
  0

• Change default type of `model_parts` to 'difference'

  #33 opened 2 years ago by mikolajsp
  0

• Add geom_rug() with event times for explanation plots

  #35 opened 2 years ago by mikolajsp
  1

• Fix the x axis of the plots

  #37 opened 2 years ago by mikolajsp
  2

• default themes

  #32 opened 2 years ago by pbiecek
  0

• Update reference to SurvSHAP(t)

  #43 opened 2 years ago by krzyzinskim
  0

• SurvSHAP(t) not working when target columns named different than time and status

  #44 opened 2 years ago by mikolajsp
  0

• SurvLIME doesn't work when all variables are categorical

  #46 opened 2 years ago by mikolajsp
  0

• remove unused lines of code in survshap

  #29 opened 2 years ago by hbaniecki
  0

• survshap result attribute is of class `matrix` and should be a `data.frame`

  #30 opened 2 years ago by hbaniecki
  0

• add `max_vars` to plot survshap(t)

  #27 opened 2 years ago by hbaniecki
  0

• Refactor print code

  #48 opened 2 years ago by krzyzinskim
  0

• Missing metric values don't cause a warning

  #40 opened 2 years ago by mikolajsp
  1

• Website theme

  #42 opened 2 years ago by mikolajsp
  0

• predict_parts survshap runs out of memory when `p >= 17`

  #25 opened 2 years ago by hbaniecki
  1

• Adding support for DALEX default themes

  #34 opened 2 years ago by mikolajsp
  1

• error from explain

  #16 opened 2 years ago by billnjcn111
  4

• `predict_parts` with mlr3

  #24 opened 2 years ago by hbaniecki
  1

• `facet_ncol` is missing in `plot_individual_ceteris_paribus_survival`

  #13 opened 2 years ago by hbaniecki
  1

• ROC AUC for a binary classification problem

  #17 opened 2 years ago by hbaniecki
  0

• different legend titles in `plot.model_profile` between `categorical` and `numerical` plots

  #14 opened 2 years ago by hbaniecki
  1