Machine learning model publishing systems and methods

A system, comprising:

• a processor;
• a non-transitory computer-readable medium;
• and
• instructions stored on the non-transitory computer-readable medium and translatable by the processor for:
• responsive to an indication that a machine learning (ML) model has been trained and is ready for publication, generating a model publication request form or window within a ML modeling application on a user device, the ML model publication request form or window containing input fields and a publication button;
• accessing a data structure in memory, the data structure containing an attribute used in training the ML model;
• populating the input fields of the publication request form or window with a path to a repository location where the ML model is stored and with information from the data structure describing the attribute used in training the ML model;
• receiving an indication that the publication button has been selected for single-click publication of the ML model;
• and
• performing the single-click publication of the ML model to a target computing system, including providing the target computing system with the path to the repository location where the ML model is stored and the information describing the attribute used in training the ML model.

A computer program product comprising a non-transitory computer-readable medium storing instructions translatable by a processor for:

• responsive to an indication that a machine learning (ML) model has been trained and is ready for publication, generating a model publication request form or window within a ML modeling application on a user device, the ML model publication request form or window containing input fields and a publication button;
• accessing a data structure in memory, the data structure containing an attribute used in training the ML model;
• populating the input fields of the publication request form or window with a path to a repository location where the ML model is stored and with information from the data structure describing the attribute used in training the ML model;
• receiving an indication that the publication button has been selected for single-click publication of the ML model;
• and
• performing the single-click publication of the ML model to a target computing system, including providing the target computing system with the path to the repository location where the ML model is stored and the information describing the attribute used in training the ML model.