Integration of learning models into a software development system

A system comprising;

• a processor;
• a memory device containing instructions, which when executed by the processor cause the processor to:
• determine that a machine learning model in a first format includes sufficient data to conform to a particular model specification in a second format, the second format corresponding to a second format that is compatible with an integrated development environment (IDE);
• transform the machine learning model into a transformed machine learning model that is compatible with the particular model specification;
• generate a code interface and code for the transformed machine learning model, the code interface including code statements in an object oriented programming language, the code statements corresponding to an object representing the transformed machine learning model;
• and
• provide the generated code interface and the generated code for display in the IDE, the IDE enabling modifying of the generated code interface and the code.

A non-transitory computer-readable medium comprising instructions, which when executed by a computing device, cause the computing device to perform operations comprising:

• determining that a machine learning model in a first format includes sufficient data to conform to a particular model specification in a second format, the second format corresponding to a second format that is compatible with an integrated development environment (IDE);
• transforming the machine learning model into a transformed machine learning model that is compatible with the particular model specification;
• generating a code interface and code for the transformed machine learning model, the code interface including code statements in an object oriented programming language, the code statements corresponding to an object representing the transformed machine learning model;
• and
• providing the generated code interface and the generated code for display in the IDE, the IDE enabling modifying of the generated code interface and the code.