fix typos

Author: antoinedemathelin

adapt/feature_based/_fa.py

@@ -94,7 +94,7 @@ class FA(BaseAdaptEstimator):
     -----
     FA can be used for multi-source DA by using the ``domains`` argument
     in the ``fit`` or ``fit_transform`` method. An example is given
-    `[here] <https://github.com/adapt-python/adapt/issues/86>`
+    `[here] <https://github.com/adapt-python/adapt/issues/86>`_
     """
     def __init__(self,
                  estimator=None,

src_docs/_templates/index.html

@@ -31,7 +31,7 @@ <h2> Modules </h2>
 			  <p class="card-text">Feature-based methods are based on the research of common features which have similar 
 			  behaviour with respect to the task on source and target domain. </p>
 			  <p class="card-text"><strong>Algorithms:</strong>
-			  <a href="{{ pathto("generated/adapt.feature_based.FE") }}">FE</a>, 
+			  <a href="{{ pathto("generated/adapt.feature_based.FA") }}">FA</a>, 
 			  <a href="{{ pathto("generated/adapt.feature_based.CORAL") }}">CORAL</a>,
 			  <a href="{{ pathto("generated/adapt.feature_based.DANN") }}">DANN</a>, ...
 			</p>