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Add BaseImputer; refactor TabularExplainer to BaseExplainer
enhancement
New feature or request
explainer
All issues that are linked to explainers
imputer
All issues linked to imputers
Add some interface for New feature or request
explainer
All issues that are linked to explainers
shap.Explainer(game)
enhancement
Add interventional TreeExplainer
enhancement
New feature or request
explainer
All issues that are linked to explainers
help wanted
Extra attention is needed
#99
opened Apr 4, 2024 by
mmschlk
Allow multiple instances to explain/compute
approximator
all issues that are linked to approximators
enhancement
New feature or request
explainer
All issues that are linked to explainers
games
All issues that are linked to games
imputer
All issues linked to imputers
Cat Boost Support for TreeExplainer
enhancement
New feature or request
explainer
All issues that are linked to explainers
needs research
Something that requires new knowledge or deeper understanding
#97
opened Apr 4, 2024 by
mmschlk
Integrate plotting functions into base explainer
enhancement
New feature or request
explainer
All issues that are linked to explainers
good first issue
Good for newcomers
plot
Add Structured Sampling SV Approximator
approximator
all issues that are linked to approximators
enhancement
New feature or request
#73
opened Mar 25, 2024 by
mmschlk
3 tasks
Notebook showing how to do your own benchmark using exact approximator
documentation
Improvements or additions to documentation
explainer
All issues that are linked to explainers
games
All issues that are linked to games
#69
opened Mar 25, 2024 by
hbaniecki
Create and Run Benchmark Study of Approximators
documentation
Improvements or additions to documentation
Add Guide and Documentation on using Custom Tree Models
documentation
Improvements or additions to documentation
#66
opened Mar 25, 2024 by
mmschlk
XGBoost Support for TreeSHAP-IQ
enhancement
New feature or request
explainer
All issues that are linked to explainers
Add Example Jupyter Notebook for TreeSHAP-IQ
documentation
Improvements or additions to documentation
explainer
All issues that are linked to explainers
Add static typechecker to pre-commits and tests
enhancement
New feature or request
help wanted
Extra attention is needed
#44
opened Feb 13, 2024 by
mmschlk
4 tasks
Add Conditional Feature Removal (Tabular)
enhancement
New feature or request
explainer
All issues that are linked to explainers
imputer
All issues linked to imputers
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Find all open issues with in progress development work with linked:pr.