The new Facebook design started rolling out for users lately, and I got it almost two weeks ago. At first, every UI element was a bit bigger for me but it was a matter of days until I got used to it. In this article, I will talk about all the interesting things I saw.
Ax is an accessible, general-purpose platform for understanding, managing, deploying, and automating adaptive experiments.Adaptive experimentation is the machine-learning guided process of iteratively exploring a (possibly infinite) parameter space in order to identify optimal configurations in a resource-efficient manner. Ax currently supports Bayesian optimization and bandit optimization as exploration strategies. Bayesian optimization in Ax is powered by BoTorch, a modern library for Bayesian optimization research built on PyTorch.