From c16dc01b3e3c731bcfcfd106e5ab320337ea5954 Mon Sep 17 00:00:00 2001
From: Mark Bonicillo <mark.bonicillo@pnnl.gov>
Date: Fri, 8 Dec 2023 12:58:09 -0800
Subject: [PATCH] HYP-364 Fix doctrings

---
 hypernetx/algorithms/homology_mod2.py         | 6 +++---
 hypernetx/algorithms/laplacians_clustering.py | 2 +-
 2 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/hypernetx/algorithms/homology_mod2.py b/hypernetx/algorithms/homology_mod2.py
index a987d922..06cc1966 100644
--- a/hypernetx/algorithms/homology_mod2.py
+++ b/hypernetx/algorithms/homology_mod2.py
@@ -1,4 +1,4 @@
-"""
+r"""
 Homology and Smith Normal Form
 ==============================
 The purpose of computing the Homology groups for data generated
@@ -541,7 +541,7 @@ def reduced_row_echelon_form_mod2(M):
 
 
 def boundary_group(image_basis):
-    """
+    r"""
     Returns a csr_matrix with rows corresponding to the elements of the
     group  generated by image basis over $\mathbb{Z}_2$
 
@@ -734,7 +734,7 @@ def betti_numbers(h, k=None):
 
 
 def homology_basis(bd, k=None, boundary=False, **kwargs):
-    """
+    r"""
     Compute a basis for the kth-simplicial homology group, $H_k$, defined by a
     chain complex $C$ with boundary maps given by bd $= \{k:\partial_k \}$
 
diff --git a/hypernetx/algorithms/laplacians_clustering.py b/hypernetx/algorithms/laplacians_clustering.py
index 8ff66b49..a411ca33 100644
--- a/hypernetx/algorithms/laplacians_clustering.py
+++ b/hypernetx/algorithms/laplacians_clustering.py
@@ -39,7 +39,7 @@
 
 
 def prob_trans(H, weights=False, index=True, check_connected=True):
-    """
+    r"""
     The probability transition matrix of a random walk on the vertices of a hypergraph.
     At each step in the walk, the next vertex is chosen by: