ing-bank/probatus

Issues

• How to use ShapModelInterpreter for SVC (multi-class)?

  #270 opened 7 months ago by jeong2624
  0

• Got error running shap_elimination.fit_compute()

  #268 opened 8 months ago by jeong2624
  3

• Probatus v3.0.0+ missing features & issues.

  #247 opened a year ago by ReinierKoops
  2

• Option early_stopping_rounds missing for LightGBM in ShapRFECV

  #229 opened 2 years ago by detrin
  12

• Replace Matplotlib by Plotly for interactive graphs

  #266 opened 8 months ago by ReinierKoops
  0

• eval_metric in EarlyStoppingShapRFECV not used for LGBMClassifier

  #259 opened 9 months ago by PaulZhutovsky
  1

• Add a notebook which shows the use of Probatus with pySpark

  #251 opened a year ago by ReinierKoops
  0

• Investigate if parts of the codebase can leverage other libraries code

  #245 opened a year ago by ReinierKoops
  2

• Create a new tag

  #258 opened a year ago by erfanian7
  3

• Add explicit support for regressors next to classifiers

  #241 opened a year ago by ReinierKoops
  1

• Update all notebooks according to latest code.

  #246 opened a year ago by ReinierKoops
  1

• Add seed to explainer + remove np.random.state()

  #255 opened a year ago by ReinierKoops
  1

• Introduce PR template

  #212 opened a year ago by anilkumarpanda
  0

• Introduce dependabot for help with dependency updates

  #244 opened a year ago by ReinierKoops
  0

• Spark Support of ShapRFECV

  #231 opened a year ago by avinashbarnwal
  3

• AttributeError: module 'numpy' has no attribute 'bool'.

  #236 opened a year ago by realJPIrwin
  2

• How to customize figure when shap_elimination.plot(show=False)

  #195 opened a year ago by hahia
  2

• Random state not set consistently.

  #240 opened a year ago by ReinierKoops
  1

• Unit tests should only contain assertions that make sense in the context of the functionality.

  #221 opened a year ago by ReinierKoops
  2

• LightGBM : AttributeError: 'TreeEnsemble' object has no attribute 'values'

  #189 opened a year ago by mirix
  3

• Verify if all plots are working after updating to newer version of SHAP

  #202 opened a year ago by ReinierKoops
  0

• Incorporate FastTreeSHAP

  #210 opened a year ago by ReinierKoops
  3

• Support for shap==0.43.0

  #234 opened a year ago by detrin
  6

• python3.12 support

  #233 opened a year ago by detrin
  2

• Antivirus blacklisted and blocked Probatus website

  #227 opened a year ago by GegznaV
  7

• Introduce Type-checking for enhanced verifiability.

  #208 opened a year ago by ReinierKoops
  1

• Mkdocs fails

  #224 opened a year ago by ReinierKoops
  2

• Patch release v2.1.1

  #230 opened 2 years ago by detrin
  2

• Update Probatus to use the latest version of SHAP

  #225 opened 2 years ago by ReinierKoops
  23

• Penalize features that have high variance in shap values when computing `calculate_shap_importance`

  #216 opened 2 years ago by markdregan
  2

• Implement automatic feature selection methods (Finish work started by #173)

  #219 opened 2 years ago by markdregan
  2

• Remove rounding from metrics added to reports.

  #190 opened 2 years ago by christophermadsen
  0

• Apply pre-commit to all files

  #213 opened 2 years ago by ReinierKoops
  0

• Deployment of docs failing

  #211 opened 2 years ago by anilkumarpanda
  0

• Roadmap 2.0.0: Upcoming features

  #209 opened 2 years ago by ReinierKoops
  0

• Add isort + codespell precommit hooks

  #205 opened 2 years ago by ReinierKoops
  1

• Remove warning check assertions for tests that have no use for them

  #207 opened 2 years ago by ReinierKoops
  1

• Add support for Python version 3.11

  #203 opened 2 years ago by ReinierKoops
  1

• Create version 2.0.0 of Probatus

  #204 opened 2 years ago by ReinierKoops
  1

• Actions fail on python 3.7

  #185 opened 2 years ago by operte
  4

• Results not reproducible between sessions/kernel restarts

  #196 opened 2 years ago by portscher
  2

• Value Error in EarlyStoppingShapRFECV when I use LGBM as clf

  #187 opened 2 years ago by Alcoholrithm
  2

• Fit allows setting of seed for shapExplainer

  #193 opened 2 years ago by ReinierKoops
  0

• Drop support for Python 3.7 (silently)

  #200 opened 2 years ago by ReinierKoops
  0

• Unit tests not working due to deprecation

  #201 opened 2 years ago by ReinierKoops
  0

• Github actions not working

  #198 opened 2 years ago by ReinierKoops
  0

• (Early)ShapRFECV makes use of sets instead of orderedSet

  #192 opened 2 years ago by ReinierKoops
  0

• can this package be used for Local and global Interpretability , feature importance?

  #183 opened 3 years ago by kalkite
  3

• Allow for group-based cross-validation objects from scikit-learn

  #181 opened 3 years ago by PaulZhutovsky
  0

• unit tests fail

  #179 opened 3 years ago by gverbock
  0