Pyro codec

To do this, plate is a provided as context manager rather than a function, and users must guarantee that all computation within an plate context is conditionally independent:. Additionally, plate can take advantage of the conditional independence assumptions by subsampling the indices and informing inference algorithms to scale various computed values.

This is typically used to subsample minibatches of data:. This is only correct if all computation is conditionally independent within the context. A reusabe context manager yielding a single 1-dimensional torch.

Tensor of indices. Enable or disable validation checks in Pyro. Validation checks provide useful warnings and errors, e. NaN checks, validating distribution arguments and support values, etc. The installation process is very simple, just click the "Get" button and the extension will be automatically installed directly to the Player For Media application.

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