ModelOriented/survex issues and pull requests

#99 - The SHAP value for survival analysis and time varying covariates

Issue - State: open - Opened by ZYINGTEVA23 about 1 month ago

#98 - Feature request: support for partykit and tidymodels

Issue - State: open - Opened by jkylearmstrong 4 months ago

#97 - SurvSHAP for models with weights

Issue - State: open - Opened by alkat19 4 months ago - 1 comment

#96 - Error message encountered with mlr3 parametric learner

Issue - State: open - Opened by Lee-xli 5 months ago

#95 - implausibel beta coefficient estimates in survex

Issue - State: open - Opened by antjejahn 6 months ago

#94 - Explainer for graph learners from mlr3proba

Issue - State: closed - Opened by Lee-xli 6 months ago - 1 comment

#93 - Calculation of SHAP values for continuous and categorical variables

Issue - State: open - Opened by lzxcvn 11 months ago - 1 comment
Labels: question ❔

#92 - change the color of 'plot.aggregated_surv_shap'

Issue - State: closed - Opened by Dacy34 12 months ago - 2 comments

#91 - 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

Issue - State: closed - Opened by lzxcvn 12 months ago - 2 comments

#90 - Partial Dependence plots exclusively for a specific set of observations

Issue - State: closed - Opened by dmresearch15 about 1 year ago - 1 comment

#89 - Add Silverman kernel width estimation to the `surv_lime()` function

Pull Request - State: closed - Opened by mikolajsp over 1 year ago

#88 - Code snippets for survival SVM and survival GBM

Issue - State: closed - Opened by pbiecek over 1 year ago - 1 comment

#87 - SurvSHAP(t) calculation using {treeshap} and fixes for SurvLIME

Pull Request - State: closed - Opened by krzyzinskim over 1 year ago

#86 - hot fixes for predict parts functions

Pull Request - State: closed - Opened by krzyzinskim over 1 year ago

#85 - Feature: support SurvSHAP computation with {treeshap}

Pull Request - State: closed - Opened by kapsner over 1 year ago - 6 comments

#84 - new functionalities

Pull Request - State: closed - Opened by krzyzinskim over 1 year ago - 1 comment

#83 - Suggestion on progressr

Issue - State: closed - Opened by HenrikBengtsson over 1 year ago - 4 comments
Labels: before release 📌, maintenance 🔨

#82 - development version

Pull Request - State: closed - Opened by krzyzinskim over 1 year ago - 2 comments

#81 - merge global survshap to dev branch

Pull Request - State: closed - Opened by krzyzinskim over 1 year ago

#80 - add test for rms::cph model

Pull Request - State: closed - Opened by krzyzinskim over 1 year ago

#79 - Merge 2D profiles implementation into the PDP development branch

Pull Request - State: closed - Opened by krzyzinskim over 1 year ago

#78 - Merge ALE implementation into the PDP development branch

Pull Request - State: closed - Opened by mikolajsp over 1 year ago

#77 - Minor enhancements regarding implementation of global survshap

Pull Request - State: closed - Opened by kapsner over 1 year ago - 2 comments

#76 - Request: Ability to use testing data for performance evaluation

Issue - State: closed - Opened by patrickheindel almost 2 years ago - 1 comment
Labels: feature 💡

#75 - Feature: add support for computing SurvSHAP using treeshap-algorithm

Issue - State: closed - Opened by kapsner almost 2 years ago - 2 comments

#74 - Feature: aggregation of SurvSHAP values across multiple observation

Pull Request - State: closed - Opened by kapsner almost 2 years ago - 10 comments

#73 - Fix plotting and printing of SurvLIME for the coxph model

Pull Request - State: closed - Opened by mikolajsp almost 2 years ago

#72 - SurvLIME sometimes doesn't print or plot for CPH model

Issue - State: closed - Opened by mikolajsp almost 2 years ago - 1 comment
Labels: invalid ❕

#71 - Parallel analysis for model_parts function

Issue - State: closed - Opened by MosquitoFan almost 2 years ago - 2 comments
Labels: feature 💡, long term 📅

#70 - Prepare the release of version 1.0.0

Pull Request - State: closed - Opened by mikolajsp almost 2 years ago

#69 - How to understand the model_parts() to get the importantce of features

Issue - State: closed - Opened by Phoenix12580 almost 2 years ago - 4 comments

#68 - Restrict the times available for `geom_rug` to those less than or equal to `max(explainer$times)`

Pull Request - State: closed - Opened by mikolajsp almost 2 years ago

#67 - Added possibility for plotting multiple local explanations for the same model (SurvSHAP(t))

Pull Request - State: closed - Opened by krzyzinskim almost 2 years ago

#66 - Added SurvSHAP(t) calculation with `kernelshap` package

Pull Request - State: closed - Opened by krzyzinskim almost 2 years ago

#65 - Rugs are plotted based on `y` for the entire dataset

Issue - State: closed - Opened by krzyzinskim almost 2 years ago
Labels: invalid ❕

#64 - Changed time points generation process + printing info

Pull Request - State: closed - Opened by krzyzinskim almost 2 years ago

#63 - Fix `normalization = "survival"` when integrating metrics.

Pull Request - State: closed - Opened by mikolajsp almost 2 years ago

#62 - Extend tests and fix documentation

Pull Request - State: closed - Opened by mikolajsp almost 2 years ago

#61 - Integration of metrics with `normalization = "survival"` doesn't work

Issue - State: closed - Opened by mikolajsp almost 2 years ago
Labels: invalid ❕

#60 - Integration type =

Issue - State: closed - Opened by mikolajsp almost 2 years ago

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

Issue - State: closed - Opened by MosquitoFan almost 2 years ago - 2 comments
Labels: bug 💣

#58 - Calculation & plotting ROC AUC for selected timepoints

Pull Request - State: closed - Opened by krzyzinskim almost 2 years ago