examples/multi-layer.ipynb

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   "metadata": {},
   "outputs": [
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      "text/html": [
       "Installing package MNCD, version 1.0.0...........................................................................done!"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
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     "data": {
      "text/html": [
       "Successfully added reference to package MNCD, version 1.0.0"
      ]
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     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#r \"nuget:MNCD,1.0.0\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "using MNCD.Core;\n",
    "using MNCD.Writers;\n",
    "using System.Net.Http;\n",
    "using Newtonsoft.Json;\n",
    "\n",
    "public void VisualizeCommunities(Network network, List<Community> communities)\n",
    "{\n",
    "    var writer = new EdgeListWriter();\n",
    "    var edge_list = writer.ToString(network, true);\n",
    "    var communityWriter = new ActorCommunityListWriter();\n",
    "    var community_list = communityWriter.ToString(network.Actors, communities, true);\n",
    "    var client = new HttpClient();\n",
    "    var uri = \"https://mncd-viz.azurewebsites.net/api/multi-layer/slices-communities\";\n",
    "    var body = new\n",
    "    {\n",
    "      edge_list = edge_list,\n",
    "      community_list = community_list,\n",
    "      image_format = \"svg\"\n",
    "    };\n",
    "    var json = JsonConvert.SerializeObject(body);\n",
    "    var content = new StringContent(json);\n",
    "    var result = client.PostAsync(uri, content).Result;\n",
    "    var svg = result.Content.ReadAsStringAsync().Result;\n",
    "        \n",
    "    display(HTML(svg));\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "using MNCD.Core;\n",
    "\n",
    "// L1            L2\n",
    "// 0             4\n",
    "// | \\  L1-L2  / |\n",
    "// |  2 ----- 3  |\n",
    "// | /         \\ |\n",
    "// 1             5\n",
    "var a = new List<Actor>\n",
    "{\n",
    "    new Actor(\"a0\"),\n",
    "    new Actor(\"a1\"),\n",
    "    new Actor(\"a2\"),\n",
    "    new Actor(\"a3\"),\n",
    "    new Actor(\"a4\"),\n",
    "    new Actor(\"a5\"),\n",
    "};\n",
    "var e0 = new List<Edge>\n",
    "{\n",
    "    new Edge(a[0], a[1]),\n",
    "    new Edge(a[0], a[2]),\n",
    "    new Edge(a[1], a[2]),\n",
    "};\n",
    "var e1 = new List<Edge>\n",
    "{\n",
    "    new Edge(a[3], a[4]),\n",
    "    new Edge(a[3], a[5]),\n",
    "    new Edge(a[4], a[5])\n",
    "};\n",
    "var l0 = new Layer(e0) { Name = \"Layer_0\" };\n",
    "var l1 = new Layer(e1) { Name = \"Layer_1\" };\n",
    "var l = new List<Layer> { l0, l1 };\n",
    "var i = new List<InterLayerEdge>\n",
    "{\n",
    "    new InterLayerEdge(a[2], l0, a[3], l1)\n",
    "};\n",
    "var network = new Network(l, a)\n",
    "{\n",
    "    InterLayerEdges = i\n",
    "};"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# CLECC Community Detection"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
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       "<table><thead><tr><th><i>index</i></th><th>Actors</th><th>Size</th></tr></thead><tbody><tr><td>0</td><td>{ MNCD.Core.Actor: Name: a0 }{ MNCD.Core.Actor: Name: a1 }{ MNCD.Core.Actor: Name: a2 }</td><td>3</td></tr><tr><td>1</td><td>{ MNCD.Core.Actor: Name: a3 }{ MNCD.Core.Actor: Name: a4 }{ MNCD.Core.Actor: Name: a5 }</td><td>3</td></tr></tbody></table>"
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   ],
   "source": [
    "using MNCD.CommunityDetection.MultiLayer;\n",
    "\n",
    "var communities = new CLECCCommunityDetection().Apply(network, 1, 2);\n",
    "\n",
    "display(communities);\n",
    "VisualizeCommunities(network, communities);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# ABACUS"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<table><thead><tr><th><i>index</i></th><th>Actors</th><th>Size</th></tr></thead><tbody><tr><td>0</td><td>{ MNCD.Core.Actor: Name: a0 }{ MNCD.Core.Actor: Name: a1 }{ MNCD.Core.Actor: Name: a2 }</td><td>3</td></tr><tr><td>1</td><td>{ MNCD.Core.Actor: Name: a3 }{ MNCD.Core.Actor: Name: a4 }{ MNCD.Core.Actor: Name: a5 }</td><td>3</td></tr></tbody></table>"
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     "metadata": {},
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   ],
   "source": [
    "using MNCD.CommunityDetection.MultiLayer;\n",
    "using MNCD.CommunityDetection.SingleLayer;\n",
    "\n",
    "var communities = new ABACUS().Apply(network, n => new Louvain().Apply(n), 2);\n",
    "\n",
    "display(communities);\n",
    "VisualizeCommunities(network, communities);"
   ]
  }
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