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I am using cellrank.estimators.GPCCA function, but when I run g.fit, there is an error "ValueError: Input matrix P is not a transition matrix." However I have ...

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Effective diagrams help capture and keep the attention of your audience by synthesizing information quickly, while emphasizing what matters most. Here are a few pointers to help get you going: Showing ...

The User Interface Transition Diagram (UITD) is a formal modeling notation that simplifies the specification and design of user-system interactions. It is a valuable communication tool for technical ...

Abstract: The solution of a generalized stochastic Petri net (GSPN) is severely restricted by the size of its underlying continuous-time Markov chain. In recent work (G. Ciardo and A.S. Miner, 1999), ...

Abstract: We present constraint matrix diagrams (CMDs), a novel data structure for the fully symbolic reach ability analysis of timed automata. CMDs combine matrix-based and diagram-based state space ...

Predictions with Markov Chains is a JS application that multiplies a probability vector with a transition matrix multiple times (n steps - user defined). On each step, the values from the resulting ...