Comments (5)
Hi @csinva!
dtreeviz
had a major refactor last month which broke the old workflow. I am contributing to the package and will probably make a FIGS specific shadow tree class to implement the custom leaf weights / values, see parrt/dtreeviz#239. I was planning on updating the FIGS_viz_demo.ipynb
notebook once I had that done, but things have been a bit busy for me recently so it may be a few weeks.
The existing FIGS extract_sklearn_tree_from_figs
code should work with the current release of dtreeviz
though as a sklearn tree, just with the new dtreeviz
api calls.
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Awesome, thanks for the update!
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Hi @paulsendavidjay, please see my #158 PR which has a figs_demo.ipynb
notebook that works with the current releases of sklearn
and dtreeviz
.
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Hi @mepland,
Could you elaborate on your Feb 13 comment? Recipe for getting the FIGS notebook example to work?
Alternatively, is there fixed set of instructions for setting up a conda env to be able to run the notebooks in this repo successfully? I have different problems with different versions.
Thanks,
David
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Closing issue as addressed by #158.
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Related Issues (20)
- BoostedRulesClassifier, BoostedRulesRegressor not working with sklearn cross_validate HOT 3
- FIGSRegressor failed to calculate importance_data_tree
- 'FIGS' object has no attribute 'decision_function' HOT 1
- DeprecationWarning: Conversion of an array with ndim > 0 to a scalar is deprecated, and will error in future HOT 1
- Problem importing functions from module `imodels.importance` HOT 2
- Bugs about fit SLIMClassifier, BayesianRuleSetClassifier, SlipperClassifier, TaoTreeRegressor
- How to extract rules from FIGSClassifier ? HOT 3
- How to implement the importance of variable and rule in the RuleFitClassifier algorithm?
- HSTreeClassifierCV ignore the feature name HOT 1
- How to extract rules from BoostedRulesClassifier?
- Trouble with FIGS
- No support for class_weight = "balanced" in FIGSClassifier
- Updation in colab notebook
- No function to extract rules from HSTreeClassifierCV HOT 1
- HSTree 'works' without error with unsupported sklearn models, but doesn't do anything
- RuleFit parameter `sample_fract` seems to do nothing
- How to calculate shapley values for HSTreeClassifier
- FIGS with Multiclass Classification
- model.plot() doesn't work HOT 1
- Dicretizers Throw Errors
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