oegedijk/explainerdashboard
Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.
PythonMIT
Issues
- 0
Dashboard loading stuck in docker
#272 opened by AlexanderZender - 0
- 0
[Feature] Convert print statements into logging
#302 opened by maxschulz-COL - 2
Error when using: db = ExplainerDashboard.from_config("dashboard.yaml").flask_server()
#299 opened by jaimeggb - 3
[Bug] Version `0.4.6` seems to have introduced a bug - cannot access `explainer.X_merged` when `cats` not defined
#298 opened by maxschulz-COL - 11
- 0
- 0
- 3
Update component plots when selecting data
#292 opened by soundgarden134 - 0
- 5
Support for GPUTree
#281 opened by saishashank85 - 2
- 1
- 3
Speed up Dashboard joblib/yaml export
#288 opened by Rov7 - 3
Dashboard is not running correctly when I am trying to use saved joblib file.
#285 opened by legendarystar143590 - 2
- 1
ValueError: Must pass 2-d input.
#283 opened by rtzy7 - 1
Showcase in a HuggingFace space?
#284 opened by severo - 0
skorch models raising The SHAP explanations do not sum up to the model's output
#289 opened by oegedijk - 2
support for pandas 2.0
#276 opened by tvdboom - 0
- 0
whatif component customization limiting range and rounding off decimal value
#277 opened by vidyasagarbhargava - 0
Add support for string labels
#274 opened by AlexanderZender - 3
Categorical columns
#273 opened by AlexanderZender - 4
Autogluon and explainerdashboard integration
#270 opened by apavlo89 - 1
- 3
Some tabs on dashboard don't work
#265 opened by andriusdc - 1
- 0
- 0
- 2
dtreeviz update breaks ClassifierExplainer import
#264 opened by mgruddy - 2
- 4
- 1
Adding custom Dash app in additional tab
#263 opened by katarinagolubovic - 6
[Bug] Import fails with new flask
#259 opened by tvdboom - 1
explaindashboard failed to run
#261 opened by DAVINDERYADAVRJIT - 0
InvalidModelError: Model type not yet supported by TreeExplainer: <class 'sklearn.calibration.CalibratedClassifierCV'>
#257 opened by RNarayan73 - 0
Linear SVC model on multiclass classification
#256 opened by Muhammad4997 - 6
- 10
- 0
explainerdashboard 'what if' searchbox for index dropdown/selection isn't working
#250 opened by AkshayRShiraguppi - 2
explainer.decisiontree function is not working
#252 opened by tclo - 3
Issues with dtreeviz library dependancy
#253 opened by suraj-gade - 1
v0.3.8 is breaking due to changes in dtreeviz API
#248 opened by sinha1 - 18
- 3
how to pass monotonic constraints to explainer?
#241 opened by rdataforge - 1
Cannot Import library due to Shap
#238 opened by AmitSri21 - 1
- 4
Cannot pass cutoff to ClassifierModelStatsComposite
#239 opened by plotxy - 1