Building simulations and/or digital twins with AI
Plugboard is an event driven modelling and orchestration framework in Python for simulating and driving complex processes with many interconnected stateful components. - plugboard-dev/plugboard
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Plugboard is an event-driven modelling and orchestration framework in Python for simulating and driving complex processes with many interconnected stateful components. You can use it to define models in Python and connect them together easily so that data automatically moves between them. After running your model on a laptop, you can then scale out on multiple processors or go to a compute cluster in the cloud thanks to the integration with the Ray framework. Some examples of what you can build with Plugboard include: Digital twin models of complex processes: It can easily handle common problems in industrial process simulation like material recirculation; Models can be composed from different underlying components, e.g.
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