MAINT fix version in documentation, fix formatting issues

Author: mfeurer

autosklearn/estimators.py

@@ -204,7 +204,7 @@ def __init__(self,
               cross-validation folds
             * ``cv_validation_scores``, the list of scores for each fold
 
-        cv_results_ : dict of numpy (masked) ndarrays
+        cv_results\_ : dict of numpy (masked) ndarrays
             A dict with keys as column headers and values as columns, that can be
             imported into a pandas ``DataFrame``.
 

doc/conf.py

@@ -28,6 +28,8 @@
 parent_directory = os.path.abspath(parent_directory)
 sys.path.append(parent_directory)
 
+import autosklearn
+
 # -- General configuration ------------------------------------------------
 
 # If your documentation needs a minimal Sphinx version, state it here.
@@ -67,9 +69,9 @@
 # built documents.
 #
 # The short X.Y version.
-version = '0.0.1dev'
+version = autosklearn.__version__
 # The full version, including alpha/beta/rc tags.
-release = '0.0.1dev'
+release = autosklearn.__version__
 
 # The language for content autogenerated by Sphinx. Refer to documentation
 # for a list of supported languages.

doc/index.rst

@@ -69,7 +69,7 @@ Manual
 ******
 
 * :ref:`API`
-* :ref:`resampling`
+* :ref:`manual`
 * :ref:`extending`