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diff --git a/docs/source/conf.py b/docs/conf.py
similarity index 98%
rename from docs/source/conf.py
rename to docs/conf.py
index b384ad8..da0d640 100644
--- a/docs/source/conf.py
+++ b/docs/conf.py
@@ -43,7 +43,7 @@
 
 # General information about the project.
 project = 'Nimfa'
-copyright = '2016, The Nimfa developers'
+copyright = '2017, Marinka Zitnik'
 
 # The version info for the project you're documenting, acts as replacement for
 # |version| and |release|, also used in various other places throughout the
@@ -52,7 +52,7 @@
 # The short X.Y version.
 version = '1.3'
 # The full version, including alpha/beta/rc tags.
-release = '1.3.1'
+release = '1.3.4'
 
 # The language for content autogenerated by Sphinx. Refer to documentation
 # for a list of supported languages.
@@ -199,7 +199,7 @@
 # (source start file, target name, title, author, documentclass [howto/manual]).
 latex_documents = [
   ('index', 'nimfa-APythonLibraryforNonnegativeMatrixFactorization.tex', 'nimfa - A Python Library for Nonnegative Matrix Factorization',
-   'The Nimfa developers', 'manual'),
+   'Marinka Zitnik', 'manual'),
 ]
 
 # The name of an image file (relative to this directory) to place at the top of
diff --git a/docs/source/content-factorization.rst b/docs/content-factorization.rst
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rename to docs/nimfa.models.rst
diff --git a/docs/source/nimfa.models.smf.rst b/docs/nimfa.models.smf.rst
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rename from docs/source/nimfa.models.smf.rst
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diff --git a/docs/source/nimfa.utils.linalg.rst b/docs/nimfa.utils.linalg.rst
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rename from docs/source/nimfa.utils.linalg.rst
rename to docs/nimfa.utils.linalg.rst
diff --git a/docs/source/nimfa.utils.rst b/docs/nimfa.utils.rst
similarity index 100%
rename from docs/source/nimfa.utils.rst
rename to docs/nimfa.utils.rst
diff --git a/docs/source/nimfa.utils.utils.rst b/docs/nimfa.utils.utils.rst
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rename from docs/source/nimfa.utils.utils.rst
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diff --git a/nimfa/__init__.py b/nimfa/__init__.py
index 96c864d..ddc37d5 100644
--- a/nimfa/__init__.py
+++ b/nimfa/__init__.py
@@ -12,7 +12,7 @@
 """
 
 __license__ = 'BSD'
-__version__ = '1.3.2'
+__version__ = '1.3.4'
 __maintainer__ = 'Marinka Zitnik'
 __email__ = 'marinka@cs.stanford.edu'
 
diff --git a/setup.cfg b/setup.cfg
index 3c6e79c..24378bc 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -1,2 +1,5 @@
 [bdist_wheel]
 universal=1
+
+[metadata]
+description-file = README.md
diff --git a/setup.py b/setup.py
index 1dd4479..6130fe3 100644
--- a/setup.py
+++ b/setup.py
@@ -15,7 +15,7 @@
 KEYWORDS = ['matrix factorization', 'nonnegative matrix factorization',
             'bioinformatics', 'data mining', 'machine learning']
 LICENSE = 'BSD'
-VERSION = '1.3.2'
+VERSION = '1.3.4'
 ISRELEASED = True
 
 INSTALL_REQUIRES = (