GAMA

What GAMA is

GAMA is free, self-hosted machine-learning software with a code-based workflow. It runs on Linux, macOS and Windows and provides automated model selection for batch deployment. The listed capabilities do not include feature engineering or model explainability. Because hosting is self-managed, users operate the software in their own environment rather than through a hosted service. Its free plan removes a listed software charge, while the code interface suits people who configure machine-learning workflows through programming. Teams considering GAMA can assess whether automated selection and batch output fit their process, and whether they can work without built-in feature engineering or explainability. The project is presented as a tool whose main distinctions are its platform coverage, self-hosted model, code workflow and automated selection, rather than a visual interface or explanatory modeling layer.