Anilkumar Panda

Set default n_jobs=None

1

Removed links to old repo. Fixed typos in README.

`Selected KDE bandwidth is 0. Cannot estimate density.` runtime error is thrown when trying to plot the kde of data, with the below characteristics: `default_df['overdue_accts'].value_counts()` > 0 43408 > 1...

Add parameters table1_name,table2_name in data_compare method.

2

Current implementation of data_compare assigns default values of 'table1' and 'table2' to the dataframes.  However, it would be good if the user can specify name of the dataframe, to...

**Problem Description** Co-variate shift occurs in the case when the features between the train and test samples are different , but the target relation remains the the same. **Desired Outcome**...

**Problem Description** Prior Probability Shift (PPS) refers the case when the input feature distributions remain the same but the distribution of the target variable changes. **Desired Outcome** Since, probatus deals...

**Problem Description** A concept drift happens where the relations between the input and output variables change. So we are not anymore only focusing on X variables or only the Y...

**Problem Description** Currently SHAPRFECV does not support models such as SVM,KNN. This depends on this [open issue](https://github.com/slundberg/shap/issues/1526) with SHAP.Once this issue is resolved these models can be supported by SHAPRFECV....

Compile error on MacOS with gcc error

2

Unable to compile the package on MacOS with the following error message . warning: "Using deprecated NumPy API, disable it by " "#defining NPY_NO_DEPRECATED_API NPY_1_7_API_VERSION" [-W#warnings] #warning "Using deprecated NumPy...

Add correlation and VIF values for the Scorecard Model. These can be a part of model reporting.