diff --git a/notebooks/LEQ.ipynb b/notebooks/LEQ.ipynb
index b2e951c..a393385 100644
--- a/notebooks/LEQ.ipynb
+++ b/notebooks/LEQ.ipynb
@@ -340,15 +340,17 @@
     "\n",
     "```julia\n",
     "n,m = size(B)\n",
-    "for t in (k+1):m\n",
-    "    B[k,t] =  B[k,t]/B[k,k]\n",
-    "end\n",
-    "B[k,k] = 1\n",
-    "for i in (k+1):n \n",
-    "    for j in (k+1):m\n",
-    "        B[i,j] = B[i,j] - B[i,k]*B[k,j]\n",
+    "for k in 1:n\n",
+    "    for t in (k+1):m\n",
+    "        B[k,t] =  B[k,t]/B[k,k]\n",
+    "    end\n",
+    "    B[k,k] = 1\n",
+    "    for i in (k+1):n \n",
+    "        for j in (k+1):m\n",
+    "            B[i,j] = B[i,j] - B[i,k]*B[k,j]\n",
+    "        end\n",
+    "        B[i,k] = 0\n",
     "    end\n",
-    "    B[i,k] = 0\n",
     "end\n",
     "```"
    ]
@@ -527,15 +529,17 @@
     "\n",
     "```julia\n",
     "n,m = size(B)\n",
-    "for t in (k+1):m\n",
-    "    B[k,t] =  B[k,t]/B[k,k]\n",
-    "end\n",
-    "B[k,k] = 1\n",
-    "for i in (k+1):n \n",
-    "    for j in (k+1):m\n",
-    "        B[i,j] = B[i,j] - B[i,k]*B[k,j]\n",
+    "for k in 1:n\n",
+    "    for t in (k+1):m\n",
+    "        B[k,t] =  B[k,t]/B[k,k]\n",
+    "    end\n",
+    "    B[k,k] = 1\n",
+    "    for i in (k+1):n \n",
+    "        for j in (k+1):m\n",
+    "            B[i,j] = B[i,j] - B[i,k]*B[k,j]\n",
+    "        end\n",
+    "        B[i,k] = 0\n",
     "    end\n",
-    "    B[i,k] = 0\n",
     "end\n",
     "```\n",
     "\n",