add: updated resoltuion parameter

Author: BeaMarton13

doc/source/community_detection_guide.rst

@@ -13,7 +13,7 @@ This documentation provides an overview of the notebooks available in the commun
    community_detection_guide/notebooks/generating_and_visualizing_clusters.ipynb
    community_detection_guide/notebooks/hierarchical_clustering.ipynb
    community_detection_guide/notebooks/modularity.ipynb
-   community_detection_guide/notebooks/interactive_resolution_on_sierpinski.ipynb
+   community_detection_guide/notebooks/resolution.ipynb
    community_detection_guide/notebooks/consensus_clustering.ipynb
    community_detection_guide/notebooks/membership_vector.ipynb
    community_detection_guide/notebooks/working_with_clusterings.ipynb
@@ -130,8 +130,8 @@ This documentation provides an overview of the notebooks available in the commun
               </a>
           </div>
 
-   .. grid-item-card::  Interactive Resolution on Sierpinski
-      :link: community_detection_guide/notebooks/interactive_resolution_on_sierpinski
+   .. grid-item-card::  Resolution Parameter
+      :link: community_detection_guide/notebooks/resolution
       :link-type: doc
       :class-card: sd-card-hover card-deep-blue 
       :shadow: sm
@@ -141,7 +141,7 @@ This documentation provides an overview of the notebooks available in the commun
       .. raw:: html
 
           <div class="download-container">
-              <a href="community_detection_guide/notebooks/interactive_resolution_on_sierpinski.ipynb" download>
+              <a href="community_detection_guide/notebooks/resolution.ipynb" download>
                   <button type="button" class="download-button">
                       <i class="fa-solid fa-download"></i> Download Notebook
                   </button>

doc/source/community_detection_guide/notebooks/functions.ipynb

@@ -519,9 +519,10 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "def get_sierpinski_graph_and_layout(depth):\n",
+    "def sierpinski_graph(depth):\n",
     "    \"\"\"\n",
-    "    Generates a Sierpiński triangle graph with unique vertices and its coordinate layout.\n",
+    "    Generates a Sierpiński triangle graph along with its vertex coordinates\n",
+    "    in the x and y vertex attributes.\n",
     "    \"\"\"\n",
     "    import igraph as ig\n",
     "    import numpy as np\n",
@@ -539,7 +540,7 @@
     "        coord_tuple = tuple(coord)\n",
     "        if coord_tuple not in coord_to_id:\n",
     "            coord_to_id[coord_tuple] = next_id\n",
-    "            G.add_vertex(coords=coord_tuple)\n",
+    "            G.add_vertex(x=coord[0], y=coord[1])\n",
     "            next_id += 1\n",
     "        return coord_to_id[coord_tuple]\n",
     "    \n",
@@ -564,32 +565,7 @@
     "    p1, p2, p3 = (0, 0), (1, 0), (0.5, np.sqrt(3)/2)\n",
     "    add_triangle(G, p1, p2, p3, depth)\n",
     "\n",
-    "    layout = [v['coords'] for v in G.vs]\n",
-    "    return G, layout\n",
-    "\n",
-    "def draw_sierpinski_igraph_on_axes(depth, ax):\n",
-    "    \"\"\"\n",
-    "    Generates and draws a Sierpiński triangle using igraph onto a given Matplotlib Axes.\n",
-    "    \"\"\"\n",
-    "    G, layout = get_sierpinski_graph_and_layout(depth)\n",
-    "    ax.clear()\n",
-    "    \n",
-    "    if not G.vcount():\n",
-    "        ax.set_title(f\"Sierpiński Triangle - Depth {depth} (No vertices)\")\n",
-    "        ax.set_xticks([])\n",
-    "        ax.set_yticks([])\n",
-    "        ax.axis('off')\n",
-    "        return\n",
-    "\n",
-    "    ig.plot(G, target=ax, layout=layout, vertex_size=5, vertex_color=\"black\", \n",
-    "            vertex_label=None, edge_color=\"blue\", edge_width=1,\n",
-    "            bbox=(0, 0, 600, 600), margin=20)\n",
-    "    \n",
-    "    ax.set_title(f\"Sierpiński Triangle - Depth {depth}\")\n",
-    "    ax.set_aspect('equal', adjustable='box')\n",
-    "    ax.set_xticks([])\n",
-    "    ax.set_yticks([])\n",
-    "    ax.axis('off')"
+    "    return G"
    ]
   }
  ],