diff --git a/jedi/api/__init__.py b/jedi/api/__init__.py
index 9ccee5a0..52ccf01d 100644
--- a/jedi/api/__init__.py
+++ b/jedi/api/__init__.py
@@ -208,32 +208,12 @@ class Script(object):
         :return: Completion objects, sorted by name and __ comes last.
         :rtype: list of :class:`classes.Completion`
         """
-        debug.speed('completions start')
-        completion = Completion(
-            self._evaluator, self._get_module(), self._code_lines,
-            self._pos, self.call_signatures
-        )
-        completions = completion.completions()
-
-        def iter_import_completions():
-            for c in completions:
-                tree_name = c._name.tree_name
-                if tree_name is None:
-                    continue
-                definition = tree_name.get_definition()
-                if definition is not None \
-                        and definition.type in ('import_name', 'import_from'):
-                    yield c
-
-        if len(list(iter_import_completions())) > 10:
-            # For now disable completions if there's a lot of imports that
-            # might potentially be resolved. This is the case for tensorflow
-            # and has been fixed for it. This is obviously temporary until we
-            # have a better solution.
-            self._evaluator.infer_enabled = False
-
-        debug.speed('completions end')
-        return completions
+        with debug.increase_indent_cm('completions'):
+            completion = Completion(
+                self._evaluator, self._get_module(), self._code_lines,
+                self._pos, self.call_signatures
+            )
+            return completion.completions()
 
     def goto_definitions(self, **kwargs):
         """
diff --git a/jedi/evaluate/__init__.py b/jedi/evaluate/__init__.py
index b8110385..2ad747ee 100644
--- a/jedi/evaluate/__init__.py
+++ b/jedi/evaluate/__init__.py
@@ -115,9 +115,6 @@ class Evaluator(object):
         self.is_analysis = False
         self.project = project
         self.access_cache = {}
-        # This setting is only temporary to limit the work we have to do with
-        # tensorflow and others.
-        self.infer_enabled = True
 
         self.reset_recursion_limitations()
         self.allow_different_encoding = True
@@ -165,9 +162,6 @@ class Evaluator(object):
         return self.project._get_sys_path(self, environment=self.environment, **kwargs)
 
     def eval_element(self, context, element):
-        if not self.infer_enabled:
-            return NO_CONTEXTS
-
         if isinstance(context, CompForContext):
             return eval_node(context, element)
 
diff --git a/jedi/evaluate/imports.py b/jedi/evaluate/imports.py
index cbe65a8e..fadfe5f4 100644
--- a/jedi/evaluate/imports.py
+++ b/jedi/evaluate/imports.py
@@ -277,8 +277,7 @@ class Importer(object):
         return sys_path_mod
 
     def follow(self):
-        if not self.import_path or not self._evaluator.infer_enabled \
-                or not self._inference_possible:
+        if not self.import_path or not self._inference_possible:
             return NO_CONTEXTS
 
         import_names = tuple(