A part of the r-tensorflow ecosystem, tfprobability is an R wrapper to TensorFlow Chance, the Python probabilistic programming framework developed by Google. We take the event of tfprobability’s acceptance on CRAN to provide a high-level introduction, highlighting attention-grabbing use circumstances and functions.