Predicting Known Unknowns with TensorFlow Probability -- Industrial AI, Part 2

While the overall trend in crack size with respect to cycles is increasing, it's not strictly monotonic. At certain instances, the observed crack is less than what was measured at the previous instant. This may very well be due to measurement error, a common feature in field data. In other words, the data is noisy.