Prior and simulator#
Uniform distribution in multiple dimensions. |
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Wrap a sequence of PyTorch distributions into a joint PyTorch distribution. |
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Return PyTorch distribution-like prior from user-provided prior. |
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Returns a simulator that meets the requirements for usage in sbi. |
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Distribution that restricts the prior distribution to a smaller region. |
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Classifier to estimate regions of the prior that give good simulation results. |
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Returns pairs \((\theta, x)\) by sampling proposal and running simulations. |