9 files changed, 55 insertions, 13 deletions
diff --git a/docs/api-guide/authentication.md b/docs/api-guide/authentication.md
index 88a7a011..1cb37d67 100755
--- a/docs/api-guide/authentication.md
+++ b/docs/api-guide/authentication.md
@@ -119,7 +119,7 @@ Unauthenticated responses that are denied permission will result in an `HTTP 401
 
 This authentication scheme uses a simple token-based HTTP Authentication scheme.  Token authentication is appropriate for client-server setups, such as native desktop and mobile clients.
 
-To use the `TokenAuthentication` scheme, include `rest_framework.authtoken` in your `INSTALLED_APPS` setting:
+To use the `TokenAuthentication` scheme you'll need to [configure the authentication classes](#setting-the-authentication-scheme) to include `TokenAuthentication`, and additionally include `rest_framework.authtoken` in your `INSTALLED_APPS` setting:
 
     INSTALLED_APPS = (
         ...
diff --git a/docs/api-guide/fields.md b/docs/api-guide/fields.md
index 67fa65d2..b41e0ebc 100644
--- a/docs/api-guide/fields.md
+++ b/docs/api-guide/fields.md
@@ -62,7 +62,7 @@ A dictionary of error codes to error messages.
 ### `widget`
 
 Used only if rendering the field to HTML.
-This argument sets the widget that should be used to render the field.
+This argument sets the widget that should be used to render the field. For more details, and a list of available widgets, see [the Django documentation on form widgets][django-widgets]. 
 
 ### `label`
 
@@ -184,7 +184,9 @@ Corresponds to `django.db.models.fields.SlugField`.
 
 ## ChoiceField
 
-A field that can accept a value out of a limited set of choices.
+A field that can accept a value out of a limited set of choices. Optionally takes a `blank_display_value` parameter that customizes the display value of an empty choice.
+
+**Signature:** `ChoiceField(choices=(), blank_display_value=None)`
 
 ## EmailField
 
@@ -345,7 +347,7 @@ As an example, let's create a field that can be used represent the class name of
             """
             Serialize the object's class name.
             """
-            return obj.__class__
+            return obj.__class__.__name__
 
 # Third party packages
 
@@ -355,9 +357,21 @@ The following third party packages are also available.
 
 The [drf-compound-fields][drf-compound-fields] package provides "compound" serializer fields, such as lists of simple values, which can be described by other fields rather than serializers with the `many=True` option. Also provided are fields for typed dictionaries and values that can be either a specific type or a list of items of that type.
 
+## DRF Extra Fields
+
+The [drf-extra-fields][drf-extra-fields] package provides extra serializer fields for REST framework, including `Base64ImageField` and `PointField` classes.
+
+## django-rest-framework-gis
+
+The [django-rest-framework-gis][django-rest-framework-gis] package provides geographic addons for django rest framework like a  `GeometryField` field and a GeoJSON serializer.
+
+
 [cite]: https://docs.djangoproject.com/en/dev/ref/forms/api/#django.forms.Form.cleaned_data
 [FILE_UPLOAD_HANDLERS]: https://docs.djangoproject.com/en/dev/ref/settings/#std:setting-FILE_UPLOAD_HANDLERS
 [ecma262]: http://ecma-international.org/ecma-262/5.1/#sec-15.9.1.15
 [strftime]: http://docs.python.org/2/library/datetime.html#strftime-and-strptime-behavior
+[django-widgets]: https://docs.djangoproject.com/en/dev/ref/forms/widgets/
 [iso8601]: http://www.w3.org/TR/NOTE-datetime
 [drf-compound-fields]: http://drf-compound-fields.readthedocs.org
+[drf-extra-fields]: https://github.com/Hipo/drf-extra-fields
+[django-rest-framework-gis]: https://github.com/djangonauts/django-rest-framework-gis
diff --git a/docs/api-guide/filtering.md b/docs/api-guide/filtering.md
index 6a8a267b..ec5ab61f 100644
--- a/docs/api-guide/filtering.md
+++ b/docs/api-guide/filtering.md
@@ -199,8 +199,7 @@ This enables us to make queries like:
 
     http://example.com/api/products?manufacturer__name=foo
 
-This is nice, but it shows underlying model structure in REST API, which may
-be undesired, but you can use:
+This is nice, but it exposes the Django's double underscore convention as part of the API.  If you instead want to explicitly name the filter argument you can instead explicitly include it on the `FilterSet` class:
 
     import django_filters
     from myapp.models import Product
@@ -208,7 +207,6 @@ be undesired, but you can use:
     from rest_framework import generics
 
     class ProductFilter(django_filters.FilterSet):
-
         manufacturer = django_filters.CharFilter(name="manufacturer__name")
 
         class Meta:
diff --git a/docs/api-guide/generic-views.md b/docs/api-guide/generic-views.md
index 43c5782f..e9efe709 100755
--- a/docs/api-guide/generic-views.md
+++ b/docs/api-guide/generic-views.md
@@ -195,7 +195,7 @@ Remember that the `pre_save()` method is not called by `GenericAPIView` itself,
 You won't typically need to override the following methods, although you might need to call into them if you're writing custom views using `GenericAPIView`.
 
 * `get_serializer_context(self)` - Returns a dictionary containing any extra context that should be supplied to the serializer.  Defaults to including `'request'`, `'view'` and `'format'` keys.
-* `get_serializer(self, instance=None, data=None, files=None, many=False, partial=False)` - Returns a serializer instance.
+* `get_serializer(self, instance=None, data=None, files=None, many=False, partial=False, allow_add_remove=False)` - Returns a serializer instance.
 * `get_pagination_serializer(self, page)` - Returns a serializer instance to use with paginated data.
 * `paginate_queryset(self, queryset)` - Paginate a queryset if required, either returning a page object, or `None` if pagination is not configured for this view.
 * `filter_queryset(self, queryset)` - Given a queryset, filter it with whichever filter backends are in use, returning a new queryset.
diff --git a/docs/api-guide/permissions.md b/docs/api-guide/permissions.md
index 50f669a2..38ae3d0a 100644
--- a/docs/api-guide/permissions.md
+++ b/docs/api-guide/permissions.md
@@ -36,6 +36,12 @@ For example:
         self.check_object_permissions(self.request, obj)
         return obj
 
+#### Limitations of object level permissions
+
+For performance reasons the generic views will not automatically apply object level permissions to each instance in a queryset when returning a list of objects.
+
+Often when you're using object level permissions you'll also want to [filter the queryset][filtering] appropriately, to ensure that users only have visibility onto instances that they are permitted to view.
+
 ## Setting the permission policy
 
 The default permission policy may be set globally, using the `DEFAULT_PERMISSION_CLASSES` setting.  For example.
@@ -237,7 +243,8 @@ The [REST Condition][rest-condition] package is another extension for building c
 [cite]: https://developer.apple.com/library/mac/#documentation/security/Conceptual/AuthenticationAndAuthorizationGuide/Authorization/Authorization.html
 [authentication]: authentication.md
 [throttling]: throttling.md
-[contribauth]: https://docs.djangoproject.com/en/1.0/topics/auth/#permissions
+[filtering]: filtering.md
+[contribauth]: https://docs.djangoproject.com/en/dev/topics/auth/customizing/#custom-permissions
 [objectpermissions]: https://docs.djangoproject.com/en/dev/topics/auth/customizing/#handling-object-permissions
 [guardian]: https://github.com/lukaszb/django-guardian
 [get_objects_for_user]: http://pythonhosted.org/django-guardian/api/guardian.shortcuts.html#get-objects-for-user
diff --git a/docs/api-guide/routers.md b/docs/api-guide/routers.md
index 7efc140a..64f05af3 100644
--- a/docs/api-guide/routers.md
+++ b/docs/api-guide/routers.md
@@ -179,7 +179,16 @@ The [wq.db package][wq.db] provides an advanced [Router][wq.db-router] class (an
 
     app.router.register_model(MyModel)
 
+## DRF-extensions
+
+The [`DRF-extensions` package][drf-extensions] provides [routers][drf-extensions-routers] for creating [nested viewsets][drf-extensions-nested-viewsets], [collection level controllers][drf-extensions-collection-level-controllers] with [customizable endpoint names][drf-extensions-customizable-endpoint-names].
+
 [cite]: http://guides.rubyonrails.org/routing.html
 [drf-nested-routers]: https://github.com/alanjds/drf-nested-routers
 [wq.db]: http://wq.io/wq.db
 [wq.db-router]: http://wq.io/docs/app.py
+[drf-extensions]: http://chibisov.github.io/drf-extensions/docs/
+[drf-extensions-routers]: http://chibisov.github.io/drf-extensions/docs/#routers
+[drf-extensions-nested-viewsets]: http://chibisov.github.io/drf-extensions/docs/#nested-routes
+[drf-extensions-collection-level-controllers]: http://chibisov.github.io/drf-extensions/docs/#collection-level-controllers
+[drf-extensions-customizable-endpoint-names]: http://chibisov.github.io/drf-extensions/docs/#controller-endpoint-name
+\ No newline at end of file
diff --git a/docs/api-guide/serializers.md b/docs/api-guide/serializers.md
index 0044f070..29b7851b 100644
--- a/docs/api-guide/serializers.md
+++ b/docs/api-guide/serializers.md
@@ -73,8 +73,8 @@ Sometimes when serializing objects, you may not want to represent everything exa
 
 If you need to customize the serialized value of a particular field, you can do this by creating a `transform_<fieldname>` method. For example if you needed to render some markdown from a text field:
 
-    description = serializers.TextField()
-    description_html = serializers.TextField(source='description', read_only=True)
+    description = serializers.CharField()
+    description_html = serializers.CharField(source='description', read_only=True)
 
     def transform_description_html(self, obj, value):
         from django.contrib.markup.templatetags.markup import markdown
@@ -580,7 +580,21 @@ The following custom model serializer could be used as a base class for model se
         def get_pk_field(self, model_field):
             return None
 
+---
+
+# Third party packages
+
+The following third party packages are also available.
+
+## MongoengineModelSerializer
+
+The [django-rest-framework-mongoengine][mongoengine] package provides a `MongoEngineModelSerializer` serializer class that supports using MongoDB as the storage layer for Django REST framework.
+
+## GeoFeatureModelSerializer
 
+The [django-rest-framework-gis][django-rest-framework-gis] package provides a `GeoFeatureModelSerializer` serializer class that supports GeoJSON both for read and write operations.
 
 [cite]: https://groups.google.com/d/topic/django-users/sVFaOfQi4wY/discussion
 [relations]: relations.md
+[mongoengine]: https://github.com/umutbozkurt/django-rest-framework-mongoengine
+[django-rest-framework-gis]: https://github.com/djangonauts/django-rest-framework-gis
diff --git a/docs/api-guide/throttling.md b/docs/api-guide/throttling.md
index b7c320f0..92f4c22b 100644
--- a/docs/api-guide/throttling.md
+++ b/docs/api-guide/throttling.md
@@ -58,7 +58,7 @@ using the `APIView` class based views.
 
 Or, if you're using the `@api_view` decorator with function based views.
 
-    @api_view('GET')
+    @api_view(['GET'])
     @throttle_classes([UserRateThrottle])
     def example_view(request, format=None):
         content = {
diff --git a/docs/api-guide/viewsets.md b/docs/api-guide/viewsets.md
index 4f345abb..aa2ceb7f 100644
--- a/docs/api-guide/viewsets.md
+++ b/docs/api-guide/viewsets.md
@@ -137,7 +137,7 @@ The `@action` and `@link` decorators can additionally take extra arguments that
         def set_password(self, request, pk=None):
            ...
 
-The `@action` decorator will route `POST` requests by default, but may also accept other HTTP methods, by using the `method` argument.  For example:
+The `@action` decorator will route `POST` requests by default, but may also accept other HTTP methods, by using the `methods` argument.  For example:
 
         @action(methods=['POST', 'DELETE'])
         def unset_password(self, request, pk=None):