Skater

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Extending partial dependence for pyspark support

3

The idea with the ticket is to explore the possibility of extending the support of PDP for MLLib models as well. * As In-Memory Model - either using the existing...

pramitchoudhary

This ticket is to add dockerfile template to handle installation across different OS types. This might be more convenient for a lot of folks who like creating customized images of...

pramitchoudhary

Add support to evaluate VW models using Skater

2

This issue is to enable support for interpreting models built using VW. It might be interesting to compare VW models with other models in terms of performance - sklearn, h20

pramitchoudhary

(see title)

aikramer2

aikramer2

Performance improvement by compiling using Cython

1

Reference blog: https://www.ibm.com/developerworks/community/blogs/jfp/entry/A_Comparison_Of_C_Julia_Python_Numba_Cython_Scipy_and_BLAS_on_LU_Factorization?lang=en It will interesting to see if one can improve performance of pdp and variable importance by specifying static types and compiling the same using Cython. First step...

pramitchoudhary

aikramer2

aikramer2

Add partial dependency subclass for text

1

aikramer2

https://www3.nd.edu/~rwilliam/stats3/Margins03.pdf

aikramer2