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Unable to show multiple Explanation Dashboard in the same notebook

1

Unable to show multiple ExplanationDashboard in the same notebook when running multiple EBM models. Only the first model shows the ExplanationDashboard while others not shown.

Yingtong-Z

TypeError: Axis must be specified when shapes of a and weights differ - Differentially Private EBMs

2

Hi, With this lines of code `dp_ebm = DPExplainableBoostingClassifier(epsilon=1, delta=1e-5) # Specify privacy parameters dp_ebm.fit(train_df[features], train_df[target])` I am getting this Type error. Any ideas on how to fix this? `---------------------------------------------------------------------------...

mtaufeeq

How to get FAST results - ebm.inter_indices_ removed

1

Hello! Have the features mentioned here to expose FAST results to the user been implemented in some fashion? The method listed here does not work, and I would like to...

BullAJ

Custom error metrics

5

Hello, is it possible to use custom error metrics/loss functions (such as mean Poisson Deviance from the sklearn package) for our model builds? My dataset has a poisson distribution which...

lukedex

Odd path in installing interpret with mamba

1

I am building a docker image and one of the commands lists interpret like this ```Dockerfile RUN mamba install -c interpretml interpret -y ``` I take it this context is...

bgalvao

Hi @interpret-ml @richcaruana @Harsha-Nori , It is very fun using Interpret ML which is defining explanations in a very clean and smooth manner . But I have very few doubts...

Tejamr

Hi , Can anyone leave a link here for accessing the Logistic Regression(Explainability) Source code . I am having few doubts also : 1 : How intercept is calculated ?...

Tejamr

Computing p-values from EBM scores with z-test

3

Hello, Thank you for making this great package! I'd like to know if we can compute the p-value of a given score/weight (logit from EBM global explanation) from a two-tailed...

abdjiber

Why index 1 is out of bounds for axis 0 with size 1?

1

The size of my dataset is (150, 32) and the y-label is (150, ) I don't get an error with the open source dataset on your package, but I get...

Turningl

Hi, Is there any particular paper or tutorial which clarifies the mathematical calculation behind the scores if yes,please provide as I am unable to crack the source code . Please...

Tejamr