interpret

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Hey @interpret-ml: Thank you so much for promptly replying all the issues here! The detailed responses and discussions are very insightful. Reading through some recent issues, I found that many...

xiaohk

Inconsistent estimation under correlation

2

Hi, I played around with some simulated GAM (generalized additive model) data with correlated features and found that EBM sometimes arrives at wrong conclusions as to the risk-driver mappings. Small...

ruedika

When Interpret can be used in Kaggle

1

UserWarning: Cloud environment detected (['kaggle', 'ipython-zmq', 'ipython']): viz integration is still experimental. No viz visible but locally , it's working fine

GDGauravDutta

How can I retrieve a confidence score from the global explanation graph of each feature for each feature value?

2

aman63

Glassbox a false statement for EBM (and GLM or GAM with interactions)?

3

Hi, I was wondering if the "Glassbox" statement for the EBM is in fact not true since it models bi-variate non-linearities ("interactions"). Let's say we want to model $y =...

ThomasBury

Show Displays Resulting in Blank Cell Output - Dash mode = "external"?

2

When I try to use the show function to display any output the cell will run without errors, however there is a blank cell output with no interactive display. I...

MeredithHilgeman

Show(hist), Spyder3.8, testing on private data

4

Hi all, I am using the spyder3.8 and I am testing interpretml on my own data, however, the show(hist) does not display anything. How I can find a solution for...

kjk111

There is no sdist published at https://pypi.org/project/interpret/#files

2

Great library and awesome work. we are looking forward to integrate this library but to do the deployment in our platform we need the sdist to be published at pypi....

shaileshj2803

Exclude Features from 2nd Order Features Search

2

When training an EBM the parameter, `interactions=10`, helps improve the predictive power of the model. However, in certain scenarios, this can cause problems, see [#184](https://github.com/interpretml/interpret/issues/184#issuecomment-822702385) as a single example. This...

JoshuaC3

[r] ebm_show local version?

1

Hi, I see in the 'code' section that the python version has both a global and local explain. However, in the R 'interpret' package I'm only seeing "ebm_show" which appears...

brianfhead