Commit 4546c908 authored by Tiago Peixoto's avatar Tiago Peixoto
Browse files

Documentation updates

parent fbb9adfb
......@@ -197,7 +197,9 @@ intersphinx_mapping = {'python': ('http://docs.python.org', None),
'numpy': ('http://docs.scipy.org/doc/numpy', None),
'scipy': ('http://docs.scipy.org/doc/scipy/reference', None),
'matplotlib': ('http://matplotlib.sourceforge.net', None),
'cairo': ('http://www.cairographics.org/documentation/pycairo/3/', None)}
'cairo': ('http://www.cairographics.org/documentation/pycairo/3/', None),
'ipython': ('http://ipython.org/ipython-doc/stable/', None),
'panda': ('http://pandas.pydata.org/pandas-docs/stable/', None)}
extlinks = {'ticket': ('http://graph-tool.skewed.de/tickets/ticket/%s',
'ticket '),
......
......@@ -599,8 +599,9 @@ def model_entropy(B, N, E, directed=False, nr=None):
.. [peixoto-parsimonious-2013] Tiago P. Peixoto, "Parsimonious module inference in large networks",
Phys. Rev. Lett. 110, 148701 (2013), :doi:`10.1103/PhysRevLett.110.148701`, :arxiv:`1212.4794`.
.. [peixoto-hierarchical-2013] Tiago P. Peixoto, "Hierarchical block structures and high-resolution
model selection in large networks ", :arxiv:`1310.4377`.
.. [peixoto-hierarchical-2014] Tiago P. Peixoto, "Hierarchical block structures and high-resolution
model selection in large networks ", Phys. Rev. X 4, 011047 (2014), :doi:`10.1103/PhysRevX.4.011047`,
:arxiv:`1310.4377`.
"""
......
......@@ -326,8 +326,9 @@ def nested_mcmc_sweep(state, beta=1., c=1., sequential=True, verbose=False):
.. [peixoto-efficient-2014] Tiago P. Peixoto, "Efficient Monte Carlo and greedy
heuristic for the inference of stochastic block models", Phys. Rev. E 89, 012804 (2014),
:doi:`10.1103/PhysRevE.89.012804`, :arxiv:`1310.4378`.
.. [peixoto-hierarchical-2013] Tiago P. Peixoto, "Hierarchical block structures and high-resolution
model selection in large networks ", :arxiv:`1310.4377`.
.. [peixoto-hierarchical-2014] Tiago P. Peixoto, "Hierarchical block structures and high-resolution
model selection in large networks ", Phys. Rev. X 4, 011047 (2014), :doi:`10.1103/PhysRevX.4.011047`,
:arxiv:`1310.4377`.
"""
rets = []
......@@ -563,8 +564,9 @@ def nested_tree_sweep(state, nsweeps=10, epsilon=0., r=2.,
.. [peixoto-efficient-2014] Tiago P. Peixoto, "Efficient Monte Carlo and greedy
heuristic for the inference of stochastic block models", Phys. Rev. E 89, 012804 (2014),
:doi:`10.1103/PhysRevE.89.012804`, :arxiv:`1310.4378`.
.. [peixoto-hierarchical-2013] Tiago P. Peixoto, "Hierarchical block structures
and high-resolution model selection in large networks ", :arxiv:`1310.4377`.
.. [peixoto-hierarchical-2014] Tiago P. Peixoto, "Hierarchical block structures and high-resolution
model selection in large networks ", Phys. Rev. X 4, 011047 (2014), :doi:`10.1103/PhysRevX.4.011047`,
:arxiv:`1310.4377`.
"""
if minimize_state is None:
......@@ -794,8 +796,9 @@ def init_nested_state(g, Bs, deg_corr=True, dense=False,
.. [peixoto-efficient-2014] Tiago P. Peixoto, "Efficient Monte Carlo and greedy
heuristic for the inference of stochastic block models", Phys. Rev. E 89, 012804 (2014),
:doi:`10.1103/PhysRevE.89.012804`, :arxiv:`1310.4378`.
.. [peixoto-hierarchical-2013] Tiago P. Peixoto, "Hierarchical block structures
and high-resolution model selection in large networks ", :arxiv:`1310.4377`.
.. [peixoto-hierarchical-2014] Tiago P. Peixoto, "Hierarchical block structures and high-resolution
model selection in large networks ", Phys. Rev. X 4, 011047 (2014), :doi:`10.1103/PhysRevX.4.011047`,
:arxiv:`1310.4377`.
"""
if minimize_state is None:
......@@ -974,7 +977,7 @@ def minimize_nested_blockmodel_dl(g, Bs=None, bs=None, deg_corr=True,
\mathcal{L}^l_t = \ln\left(\!\!{B_l\choose B_{l-1}}\!\!\right) + \ln B_{l-1}! - \sum_r \ln n_r^l!.
See [peixoto-hierarchical-2013]_ for details on the algorithm.
See [peixoto-hierarchical-2014]_ for details on the algorithm.
This algorithm has a complexity of :math:`O(N \ln^2 N)`, where :math:`N`
is the number of nodes in the network.
......@@ -1011,9 +1014,9 @@ def minimize_nested_blockmodel_dl(g, Bs=None, bs=None, deg_corr=True,
References
----------
.. [peixoto-hierarchical-2013] Tiago P. Peixoto, "Hierarchical block structures and high-resolution
model selection in large networks ", :arxiv:`1310.4377`.
.. [peixoto-hierarchical-2014] Tiago P. Peixoto, "Hierarchical block structures and high-resolution
model selection in large networks ", Phys. Rev. X 4, 011047 (2014), :doi:`10.1103/PhysRevX.4.011047`,
:arxiv:`1310.4377`.
.. [peixoto-efficient-2014] Tiago P. Peixoto, "Efficient Monte Carlo and greedy
heuristic for the inference of stochastic block models", Phys. Rev. E 89, 012804 (2014),
:doi:`10.1103/PhysRevE.89.012804`, :arxiv:`1310.4378`.
......
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