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Tiago Peixoto
graph-tool
Commits
55355c90
Commit
55355c90
authored
Jun 05, 2019
by
Tiago Peixoto
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Small documentation fixes
parent
de0cf806
Changes
3
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doc/demos/inference/_minimization.rst
doc/demos/inference/_minimization.rst
+1
-1
doc/demos/inference/_reconstruction.rst
doc/demos/inference/_reconstruction.rst
+9
-9
doc/demos/inference/_reconstruction_dynamics.rst
doc/demos/inference/_reconstruction_dynamics.rst
+2
-2
No files found.
doc/demos/inference/_minimization.rst
View file @
55355c90
...
@@ -21,7 +21,7 @@ network of American football teams, which we load from the
...
@@ -21,7 +21,7 @@ network of American football teams, which we load from the
os.chdir("demos/inference")
os.chdir("demos/inference")
except FileNotFoundError:
except FileNotFoundError:
pass
pass
gt.seed_rng(
7
)
gt.seed_rng(
8
)
.. testcode:: football
.. testcode:: football
...
...
doc/demos/inference/_reconstruction.rst
View file @
55355c90
...
@@ -191,9 +191,9 @@ Which yields the following output:
...
@@ -191,9 +191,9 @@ Which yields the following output:
.. testoutput:: measured
.. testoutput:: measured
Posterior probability of edge (11, 36): 0.
890889
...
Posterior probability of edge (11, 36): 0.
742674
...
Posterior probability of non-edge (15, 73): 0.0
56005
...
Posterior probability of non-edge (15, 73): 0.0
20702
...
Estimated average local clustering: 0.572
758 ± 0.003998
...
Estimated average local clustering: 0.572
384 ± 0.003466
...
We have a successful reconstruction, where both ambiguous adjacency
We have a successful reconstruction, where both ambiguous adjacency
matrix entries are correctly recovered. The value for the average
matrix entries are correctly recovered. The value for the average
...
@@ -312,9 +312,9 @@ Which yields:
...
@@ -312,9 +312,9 @@ Which yields:
.. testoutput:: measured
.. testoutput:: measured
Posterior probability of edge (11, 36): 0.
967896
...
Posterior probability of edge (11, 36): 0.
839483
...
Posterior probability of non-edge (15, 73): 0.0
38703
...
Posterior probability of non-edge (15, 73): 0.0
61106
...
Estimated average local clustering: 0.572
129 ± 0.005409
...
Estimated average local clustering: 0.572
476 ± 0.004370
...
The results are very similar to the ones obtained with the uniform model
The results are very similar to the ones obtained with the uniform model
in this case, but can be quite different in situations where a large
in this case, but can be quite different in situations where a large
...
@@ -441,9 +441,9 @@ The above yields the output:
...
@@ -441,9 +441,9 @@ The above yields the output:
.. testoutput:: uncertain
.. testoutput:: uncertain
Posterior probability of edge (11, 36): 0.
951195
...
Posterior probability of edge (11, 36): 0.
891889
...
Posterior probability of non-edge (15, 73): 0.02
07
02...
Posterior probability of non-edge (15, 73): 0.02
60
02...
Estimated average local clustering: 0.5
38731 ± 0.017645
...
Estimated average local clustering: 0.5
44468 ± 0.021562
...
The reconstruction is accurate, despite the two ambiguous entries having
The reconstruction is accurate, despite the two ambiguous entries having
the same measurement probability. The reconstructed network is visualized below.
the same measurement probability. The reconstructed network is visualized below.
...
...
doc/demos/inference/_reconstruction_dynamics.rst
View file @
55355c90
...
@@ -143,8 +143,8 @@ The reconstruction can accurately recover the hidden network and the infection p
...
@@ -143,8 +143,8 @@ The reconstruction can accurately recover the hidden network and the infection p
.. testoutput:: dynamics
.. testoutput:: dynamics
Posterior similarity: 0.978
108
...
Posterior similarity: 0.978
091
...
Inferred infection probability: 0.68
7213 ± 0.054126
Inferred infection probability: 0.68
809 ± 0.054207
The figure below shows the reconstructed network and the inferred community structure.
The figure below shows the reconstructed network and the inferred community structure.
...
...
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