Optimizing complex systems—whether machine learning models, database configurations, or compiler flags—often feels like navigating a dark room: you know the…
Automated Machine Learning
TODS: Automated Outlier Detection for Multivariate Time Series – No ML Expertise Required 1637
In modern data-driven operations—whether monitoring industrial sensors, analyzing financial transactions, or securing IT infrastructure—unexpected anomalies can signal critical failures, fraud,…
AdaNet: Automate High-Quality Model Ensembling with Minimal Effort in TensorFlow 3462
In modern machine learning workflows, teams often face a tough trade-off: spend days or weeks manually tuning architectures and hyperparameters,…
R&D-Agent: Automate End-to-End AI Development with a Dual-Agent Framework That Tops MLE-Bench 9745
Building high-performing, data-driven AI solutions remains a labor-intensive, iterative process—even for seasoned machine learning engineers. From brainstorming novel modeling ideas…