adaptive (conda): adaptive is an open-source Python library designed to make adaptive parallel function evaluation simple. With adaptive you just supply a function with its bounds, and it will be evaluated at the "best" points in parameter space. With just a few lines of code you can evaluate functions on a computing cluster, live-plot the data as it returns, and fine-tune the adaptive sampling algorithm.
Keywords: active-learning|adaptive|adaptive-learning|adaptive-sampling|live-plots|machine-learning|parallel|parallel-computing|python