Excited to share that, my team just recently open sourced Atlas. Atlas is a flexible Machine Learning platform that consists of a Python SDK, CLI, GUI & Scheduler to help Machine Learning Engineering teams dramatically reduce the model development time & reduce effort in managing infrastructure.
Building Systems to Monitor Data and Model Health in Production Systems. Unlike traditional deterministic software, models in production start to degrade as soon as they have been deployed.
Excited to partner with our good friends at UofT at the Department of Computer Science Innovation Lab.