Figure 1

PYTSA pipeline for automatic data analysis. PYTSA generates reports of simulations by analysing output time-series. Input data is expected to be obtained by running simulations of a model, which is implemented from some specification and is simulated by some tool. Output time-series of simulations should be stored in some folder, and a PYTSA script should be prepared to perform the desired analyses (see Table 1 for available PYTSA commands). By executing the script a report of the model predictions can be generated (possibly for various independent sets of simulations, denoted as "experiments" in the figure) and a decision process can be started to either accept or refine the model, or any of its constituting components.