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Probabilistic Programming: The What, Why and How
f(x) = y, but y = 5. What’s the probability that x =1? Probabilistic programming is the idea of describing probabilistic models as programs, to then automatically infer how our beliefs about model parameters change given observed data. In recent years, probabilistic programming languages (such as Stan) have demonstrated the power of this ...
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