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Automatic Source Code Generation for Computing Probabilities of Variables in Belief Networks
Automatic Source Code Generation for Computing Probabilities of Variables in Belief Networks
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机译:在信念网络中自动计算变量概率的源代码
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摘要
A system for computing probabilities of variables in a belief network includes a data acquisition interface configured to receive data representative of the belief network. The system further includes a partial evaluator configured to carry out a partial evaluation algorithm that determines the probability calculations that must be performed on the received data in order to compute the probabilities of the variables in the belief network. The system further includes a source code generator configured to output the probability calculations as a source code in a programming language.
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