US Patent 11263554 Systems and methods for a machine learning framework

Disclosed herein are systems and methods for managing machine learning algorithms. Some embodiments comprise one or more transformer applications, one or more streamliner applications, a configuration file; accessing the configuration file, and an output file. In various embodiments, the streamliner application can be configured to read a configuration file and identify one or more attributes defining a machine learning algorithm. The streamliner application can also run each transformer application in an order determined by an ordered list in the configuration file. An output file can then be created for running one or more machine learning algorithms. Other embodiments are disclosed herein.