ModelOriented/shapviz

Issues

• [ENH] Dependence-Plots should collect identical y axis titles

  #161 opened 3 months ago by mayer79
  0

• [ENH] Dependence-Plots should get "share_y" argument.

  #160 opened 3 months ago by mayer79
  0

• Vignette: Link to non-existing figure

  #157 opened 3 months ago by mayer79
  0

• Color bar takes too much space

  #152 opened 4 months ago by mayer79
  1

• Better xlab in waterfall/force plots

  #150 opened 4 months ago by mayer79
  0

• Allow data.frame input with categorical features for LightGBM models

  #147 opened 4 months ago by RoyalTS
  8

• `shapviz` not working with `h2o.deeplearning` model

  #146 opened 4 months ago by bappa10085
  1

• XGBoost 2

  #143 opened 4 months ago by mayer79
  0

• shapviz::shapviz: Error in s[, nms, drop = FALSE] : incorrect number of dimensions

  #141 opened 5 months ago by sebsilas
  20

• XGBoost: BIAS -> (Intercept)

  #139 opened 5 months ago by mayer79
  0

• Can we have shap value in the log-odds for binary target?

  #24 opened 2 years ago by ferrenlove
  13

• Baseline-value question

  #138 opened 10 months ago by alkat19
  2

• ENH Allow sv_importance() and sv_interaction() to be unsorted

  #136 opened a year ago by mayer79
  0

• Custom color palettes for the beeswarm plot

  #135 opened a year ago by malibub
  1

• Treatment of categorical features in `potential_interactions()`: suggestion to use R squared instead of squared correlation

  #119 opened a year ago by RoelVerbelen
  15

• Interaction importance

  #120 opened a year ago by RoelVerbelen
  4

• Individual baselines

  #113 opened a year ago by mayer79
  1

• Controlling threads

  #109 opened a year ago by mayer79
  2

• Not compatible with mlr3 package and DALEXtra package

  #124 opened a year ago by zhangkaicr
  6

• Multiple plots: align SHAP axis limits

  #80 opened a year ago by mayer79
  0

• Stacked/dodged bar plots?

  #106 opened a year ago by mayer79
  1

• Similar To Log Odds Plot

  #68 opened a year ago by OlexiyPukhov
  1

• Odd findings in sv_importance() using beeswarm.

  #105 opened a year ago by viv-analytics
  14

• how to get Shap interactions for LightGBM?

  #104 opened a year ago by pecto2020
  6

• Beeswarm plot: Connecting visualisations to waterfall-style plots

  #28 opened 2 years ago by madprogramer
  2

• Cannot set x-axis limits with beeswarm plot when data exist outside of specified xlims

  #103 opened a year ago by jds485
  3

• Best practice for visualizing tidymodels last_fit() object

  #97 opened a year ago by viv-analytics
  6

• maintenance: changes in package_version()

  #100 opened a year ago by mayer79
  1

• Cannot rename colnames/dimnames in post-processing

  #98 opened a year ago by madprogramer
  2

• Multioutput model names

  #93 opened 2 years ago by mayer79
  1

• Idea: sv_dependence2D()

  #89 opened 2 years ago by mayer79
  1

• issue with sv_importance function

  #87 opened 2 years ago by ferrenlove
  4

• Upcoming changes to fastshap

  #34 opened 2 years ago by bgreenwell
  18

• Multiclass/Multioutput/multiple models

  #73 opened 2 years ago by mayer79
  1

• SHAP aggregates

  #71 opened 2 years ago by mayer79
  1

• Adding support for DALEX package

  #60 opened 2 years ago by adrianstando
  1

• Change default in sv_dependence() to `color_var = "auto"`?

  #55 opened 2 years ago by mayer79
  1

• Deprecate "show_others" in sv_importance()

  #49 opened 2 years ago by mayer79
  2

• sv_depencence(): jitter for discrete numeric v

  #50 opened 2 years ago by mayer79
  1

• linewidth aesthetic ggplot

  #46 opened 2 years ago by mayer79
  1

• Option to drop "others" from sv_importance()

  #42 opened 2 years ago by mayer79
  1

• Remove dependency to ggbeeswarm

  #40 opened 2 years ago by mayer79
  1

• Random Forests

  #33 opened 2 years ago by OlexiyPukhov
  1

• Probabiliy on x-axis for a class

  #32 opened 2 years ago by OlexiyPukhov
  2

• sv_importance returns unused argument error

  #29 opened 2 years ago by Karol-Gawlowski
  3

• sv_dependence(): don't use color axis if no vertical scatter visible

  #21 opened 2 years ago by mayer79
  1

• {lightgbm} v4.0.0 is coming

  #22 opened 2 years ago by jameslamb
  2

• Separate SHAP summary and SHAP importance plots

  #19 opened 2 years ago by mayer79
  1

• Better default for sv_importance()

  #15 opened 2 years ago by mayer79
  1

• Add collapsing logic

  #11 opened 3 years ago by mayer79
  1