diff --git a/sklearn/linear_model/coordinate_descent.py b/sklearn/linear_model/coordinate_descent.py
index 6a19bdb97bf7fa81acb3e78d11703233cf52993e..b124c955136671cc4e1d9fea7577412517656479 100644
--- a/sklearn/linear_model/coordinate_descent.py
+++ b/sklearn/linear_model/coordinate_descent.py
@@ -240,6 +240,8 @@ class Lasso(ElasticNet):
     See also
     --------
     LassoLars
+    decomposition.sparse_encode
+    decomposition.sparse_encode_parallel
 
     Notes
     -----
diff --git a/sklearn/linear_model/least_angle.py b/sklearn/linear_model/least_angle.py
index 1d135a62b571321879061807183b99514d741810..6b79659d2da7490f59e08b8e180f1789f10891ce 100644
--- a/sklearn/linear_model/least_angle.py
+++ b/sklearn/linear_model/least_angle.py
@@ -69,7 +69,10 @@ def lars_path(X, y, Xy=None, Gram=None, max_iter=500,
 
     See also
     --------
-    :ref:`LassoLars`, :ref:`Lars`
+    :ref:`LassoLars`
+    :ref:`Lars`
+    decomposition.sparse_encode
+    decomposition.sparse_encode_parallel
 
     Notes
     ------
@@ -358,6 +361,7 @@ class Lars(LinearModel):
     See also
     --------
     lars_path, LassoLARS, LarsCV, LassoLarsCV
+    decomposition.sparse_encode, decomposition.sparse_encode_parallel
     """
     def __init__(self, fit_intercept=True, verbose=False, normalize=True,
                  precompute='auto', n_nonzero_coefs=500,
diff --git a/sklearn/linear_model/omp.py b/sklearn/linear_model/omp.py
index 81b4f38ed8582e6c71e22747dab6d0c1f62d9fa2..7c7a84c73e7e55dc1124985958032163da4f48f4 100644
--- a/sklearn/linear_model/omp.py
+++ b/sklearn/linear_model/omp.py
@@ -250,6 +250,8 @@ def orthogonal_mp(X, y, n_nonzero_coefs=None, tol=None, precompute_gram=False,
     OrthogonalMatchingPursuit
     orthogonal_mp_gram
     lars_path
+    decomposition.sparse_encode
+    decomposition.sparse_encode_parallel
 
     Notes
     -----
@@ -349,6 +351,8 @@ def orthogonal_mp_gram(Gram, Xy, n_nonzero_coefs=None, tol=None,
     OrthogonalMatchingPursuit
     orthogonal_mp
     lars_path
+    decomposition.sparse_encode
+    decomposition.sparse_encode_parallel
 
     Notes
     -----
@@ -459,6 +463,8 @@ class OrthogonalMatchingPursuit(LinearModel):
     lars_path
     Lars
     LassoLars
+    decomposition.sparse_encode
+    decomposition.sparse_encode_parallel
 
     """
     def __init__(self, overwrite_X=False, overwrite_gram=False,