Perpetual ML

Automatically train models with PerpetualBooster which is the #1 algorithm on AutoML benchmark. Significantly cut your total training time from O(n^2) to O(n), where n represents the number of batches. Directly optimize your user-defined business objective (e.g., maximizing profit, minimizing risk, etc.), ensuring your ML models are driving truly optimal business actions. Easily track, compare, and reproduce all your Auto Train experiments in a single, organized place. A secure, version-controlled repository to store, manage, and share production-ready models, enabling seamless collaboration across your organization.