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Classes and functionality to reproduce basic Machine Learning in ABAP. Starting from vector/matrix API

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abap_ml

Classes and functionality to reproduce basic Machine Learning stuff in ABAP. Starting from vector/matrix API

  • operations with float vector/matrix ( zcl_matrix, zcl_vector )

  • stochastic gradient descent ( zcl_ml_sgd )

  • regression models ( zcl_ml_linear_regressor, zcl_ml_sgd_regressor )

  • classification models ( zcl_ml_logistic_regressor, zcl_ml_sgd_classifier )

  • class for handling dynamic dataset, that supports feature engineering as python pandas DataFrame (..in future..)

All are available here, and can be installed on your SAP environment by copy/paste and maybe some renaming.


You can find examples of matrix/vector operations, linear/log regression and sgd-optimizations in folder "examples"

P.S. Yes, ABAP can do math :)

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Classes and functionality to reproduce basic Machine Learning in ABAP. Starting from vector/matrix API

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