pymc-devs · fonnesbeck · Jul 15, 2018 · Jul 10, 2018 · Jul 10, 2018 · Jul 11, 2018
diff --git a/RELEASE-NOTES.md b/RELEASE-NOTES.md
@@ -1,7 +1,7 @@
 # Release Notes
 
 
-## PyMC 3.5 (Unreleased)
+## PyMC 3.5
 
 
 ### New features

diff --git a/docs/source/notebooks/GLM-hierarchical-binominal-model.ipynb b/docs/source/notebooks/GLM-hierarchical-binominal-model.ipynb
@@ -210,10 +210,10 @@
    "source": [
     "The plot shows that the posterior is roughly symetric about the mode (-1.79, 2.74).  This corresponds to $\\alpha = 2.21$ and $\\beta = 13.27$. We can compute the marginal means as the authors of BDA3 do, using\n",
     "\n",
-    "$$ \\operatorname{E}(\\alpha \\lvert y) \\mbox{   is Estimated By   }\n",
+    "$$ \\operatorname{E}(\\alpha \\lvert y) \\text{   is estimated by   }\n",
     "\\sum_{x,z} \\alpha p(x,z\\lvert y) $$\n",
     "\n",
-    "$$ \\operatorname{E}(\\beta \\lvert y) \\mbox{   is Estimated By   }\n",
+    "$$ \\operatorname{E}(\\beta \\lvert y) \\text{   is estimated by   }\n",
     "\\sum_{x,z} \\beta p(x,z\\lvert y) $$"
    ]
   },

diff --git a/docs/source/notebooks/GLM-negative-binomial-regression.ipynb b/docs/source/notebooks/GLM-negative-binomial-regression.ipynb
diff --git a/docs/source/notebooks/GLM-poisson-regression.ipynb b/docs/source/notebooks/GLM-poisson-regression.ipynb
diff --git a/pymc3/__init__.py b/pymc3/__init__.py
@@ -1,5 +1,5 @@
 # pylint: disable=wildcard-import
-__version__ = "3.4.1"
+__version__ = "3.5"
 
 from .blocking import *
 from .distributions import *