Cloud infrastructure plays a pivotal role in the evolution and fruition of AI in today's technology landscape. However, managing this infrastructure and integrating it into the work process can present significant challenges. Deployment pipelines are complex to establish and coordinating cloud settings with application code is often cumbersome. To automate DevOps, many companies develop their…
In the realm of probabilistic programming, the challenge often faced by developers is efficiently composing and performing inference on complex probabilistic programs. A tool known as Coix (COmbinators In jaX) has been introduced to help. As a flexible and backend-agnostic solution, it offers an all-encompassing set of program transformations, known as inference combinators. These combinators…