From edab67f6646761dade9073a887e20566ccfa5da6 Mon Sep 17 00:00:00 2001 From: Yerdos Ordabayev Date: Mon, 17 Apr 2023 04:08:10 +0000 Subject: [PATCH] fix typos --- pyro/infer/inspect.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/pyro/infer/inspect.py b/pyro/infer/inspect.py index 1c0cf9413b..a8216985ea 100644 --- a/pyro/infer/inspect.py +++ b/pyro/infer/inspect.py @@ -90,7 +90,7 @@ def get_dependencies( linearly many dependencies as in independent sets of parallel edges. Prior dependencies follow the original model order. - `posterior_dependencies` is a similar dict, but mapping latent - variables to the latent or observed sits on which they depend in the + variables to the latent or observed sites on which they depend in the posterior. Posterior dependencies are reversed from the model order. Dependencies elide ``pyro.deterministic`` sites and ``pyro.sample(..., @@ -117,7 +117,7 @@ def model_1(): Here is an example where two variables ``a`` and ``b`` start out conditionally independent in the prior, but become conditionally dependent - in the posterior do the so-called collider variable ``c`` on which they + in the posterior to the so-called collider variable ``c`` on which they both depend. This is called "moralization" in the graphical model literature:: @@ -143,8 +143,8 @@ def model_2(): Dependencies can be more complex in the presence of plates. So far all the dict values have been empty sets of plates, but in the following posterior - we see that ``c`` depends on itself across the plate ``p``. This means - that, among the elements of ``c``, e.g. ``c[0]`` depends on ``c[1]`` (this + we see that ``a`` depends on itself across the plate ``p``. This means + that, among the elements of ``a``, e.g. ``a[0]`` depends on ``a[1]`` (this is why we explicitly allow variables to depend on themselves):: def model_3():