use format <demos/tutorial_name>

PennyLaneAI · Feb 12, 2025 · b2b126b · b2b126b
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diff --git a/doc/code/qml_pauli.rst b/doc/code/qml_pauli.rst
@@ -157,7 +157,7 @@ Dynamical Lie Algebras
 ----------------------
 
 PennyLane provides support for working with dynamical Lie algebras (DLA) of Pauli operators.
-See our :doc:`Introduction to Dynamical Lie Algebras for quantum practitioners </tutorial_liealgebra>`.
+See our :doc:`Introduction to Dynamical Lie Algebras for quantum practitioners <demos/tutorial_liealgebra>`.
 
 .. currentmodule:: pennylane
 

diff --git a/pennylane/labs/dla/lie_closure_dense.py b/pennylane/labs/dla/lie_closure_dense.py
@@ -78,7 +78,7 @@ def lie_closure_dense(
     .. seealso::
 
         For details on the mathematical definitions, see :func:`~lie_closure` and our
-        :doc:`Introduction to Dynamical Lie Algebras for quantum practitioners </tutorial_liealgebra>`.
+        :doc:`Introduction to Dynamical Lie Algebras for quantum practitioners <demos/tutorial_liealgebra>`.
 
     Args:
         generators (Iterable[Union[PauliWord, PauliSentence, Operator, np.ndarray]]): generating set for which to compute the

diff --git a/pennylane/labs/dla/structure_constants_dense.py b/pennylane/labs/dla/structure_constants_dense.py
@@ -29,7 +29,7 @@ def structure_constants_dense(g: TensorLike, is_orthonormal: bool = True) -> Ten
     :class:`~PauliSentence` that are employed in :func:`~structure_constants`, e.g., when there are few generators
     that are sums of many Paulis.
 
-    .. seealso:: For details on the mathematical definitions, see :func:`~structure_constants` and the section "Lie algebra basics" in our :doc:`g-sim demo </demos/tutorial_liesim/#lie-algebra-basics>`.
+    .. seealso:: For details on the mathematical definitions, see :func:`~structure_constants` and the section "Lie algebra basics" in our :doc:`g-sim demo <demos/tutorial_liesim/#lie-algebra-basics>`.
 
     Args:
         g (np.array): The (dynamical) Lie algebra provided as dense matrices, as generated from :func:`~lie_closure_dense`.

diff --git a/pennylane/pauli/dla/center.py b/pennylane/pauli/dla/center.py
@@ -84,7 +84,7 @@ def center(
     Returns:
         List[Union[Operator, PauliSentence]]: Center of ``g``
 
-    .. seealso:: :func:`~lie_closure`, :func:`~structure_constants`, :class:`~pennylane.pauli.PauliVSpace`, :doc:`Introduction to Dynamical Lie Algebras for quantum practitioners </tutorial_liealgebra>`
+    .. seealso:: :func:`~lie_closure`, :func:`~structure_constants`, :class:`~pennylane.pauli.PauliVSpace`, :doc:`Introduction to Dynamical Lie Algebras for quantum practitioners <demos/tutorial_liealgebra>`
 
     **Example**
 

diff --git a/pennylane/pauli/dla/lie_closure.py b/pennylane/pauli/dla/lie_closure.py
@@ -58,7 +58,7 @@ def lie_closure(
         Union[list[:class:`~.PauliSentence`], list[:class:`~.Operator`]]: a basis of either :class:`~.PauliSentence` or :class:`~.Operator` instances that is closed under
         commutators (Lie closure).
 
-    .. seealso:: :func:`~structure_constants`, :func:`~center`, :class:`~pennylane.pauli.PauliVSpace`, :doc:`Introduction to Dynamical Lie Algebras for quantum practitioners </tutorial_liealgebra>`
+    .. seealso:: :func:`~structure_constants`, :func:`~center`, :class:`~pennylane.pauli.PauliVSpace`, :doc:`Introduction to Dynamical Lie Algebras for quantum practitioners <demos/tutorial_liealgebra>`
 
     **Example**
 

diff --git a/pennylane/pauli/dla/structure_constants.py b/pennylane/pauli/dla/structure_constants.py
@@ -66,7 +66,7 @@ def structure_constants(
     Returns:
         TensorLike: The adjoint representation of shape ``(d, d, d)``, corresponding to indices ``(gamma, alpha, beta)``.
 
-    .. seealso:: :func:`~lie_closure`, :func:`~center`, :class:`~pennylane.pauli.PauliVSpace`, :doc:`Introduction to Dynamical Lie Algebras for quantum practitioners </tutorial_liealgebra>`
+    .. seealso:: :func:`~lie_closure`, :func:`~center`, :class:`~pennylane.pauli.PauliVSpace`, :doc:`Introduction to Dynamical Lie Algebras for quantum practitioners <demos/tutorial_liealgebra>`
 
     **Example**