Comments (2)
Hi @set92, there are no plans to make a modelStudio
Python package.
We developed an XAI dashboard for Python called Arena in the dalex
package:
- demo https://arena.drwhy.ai/?demo=2
- dalex https://dalex.drwhy.ai/python
- Arena documentation https://arena.drwhy.ai/docs/guide/basic-concepts/
- dalex code example https://dalex.drwhy.ai/python-dalex-arena.html
It is more advanced than modelStudio
but might suit your needs.
from modelstudio.
I was trying Arena, but I thought it was less useful since it seemed more for BI instead of having it at the end of a pipeline, but well knowing that I'll compare both of those approaches tomorrow and see which is the better option. Thanks :D
from modelstudio.
Related Issues (20)
- add `verbose` as an alias to `show_info`
- add `ms_merge_observations()` function to merge multiple modelStudio into one
- add `happiness` dataset
- update DALEX, ingredients, and iBreakDown versions? HOT 1
- add information about css needed for a proper modelStudio rendering in rmd -> html (vignette)
- update GIFs with the happiness demo example
- modelStudio fails on R v4.2 (devel) due to changes in logical operators HOT 1
- multiple modelstudio objects overlap HOT 3
- model_diagnostics fails due to no rows to aggregate HOT 10
- add `variable_splits` to modelStudio HOT 1
- Add a parameter to set, which plots to open and on which positions
- Error in check_explainer(explainer): For Python support, use precalculate=True in Explainer init HOT 5
- Why are Break Down plot intercepts the same for different regression models? HOT 8
- Is 4x4 panels the only way to present ModelStudio? HOT 2
- smart choosing of observations
- v2.1.0 release checklist
- Support for explainer objects from the `survex` package HOT 2
- Error in R - Error in eval(predvars, data, env) : object 'Breach' not found HOT 1
- Parsing error for only one variable model HOT 1
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from modelstudio.