Numbat: Building and Verifying a Self-Contained Machine-Learning Stack

Thang Tran, Lan Dang

Machine-learning systems are built almost exclusively on a few large Python-orchestrated frameworks, and they inherit those stacks' engineering costs: environments of hundreds of v…