Update notebooks to Julia 1.11.6

notebooks/LEQ.ipynb

@@ -620,15 +620,15 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Julia 1.9.0",
+   "display_name": "Julia 1.11.6",
    "language": "julia",
-   "name": "julia-1.9"
+   "name": "julia-1.11"
   },
   "language_info": {
    "file_extension": ".jl",
    "mimetype": "application/julia",
    "name": "julia",
-   "version": "1.9.0"
+   "version": "1.11.6"
   }
  },
  "nbformat": 4,

notebooks/asp.ipynb

@@ -1131,15 +1131,15 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Julia 1.9.0",
+   "display_name": "Julia 1.11.6",
    "language": "julia",
-   "name": "julia-1.9"
+   "name": "julia-1.11"
   },
   "language_info": {
    "file_extension": ".jl",
    "mimetype": "application/julia",
    "name": "julia",
-   "version": "1.9.0"
+   "version": "1.11.6"
   }
  },
  "nbformat": 4,

notebooks/jacobi_method.ipynb

@@ -1932,15 +1932,15 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Julia 1.10.0",
+   "display_name": "Julia 1.11.6",
    "language": "julia",
-   "name": "julia-1.10"
+   "name": "julia-1.11"
   },
   "language_info": {
    "file_extension": ".jl",
    "mimetype": "application/julia",
    "name": "julia",
-   "version": "1.10.0"
+   "version": "1.11.6"
   }
  },
  "nbformat": 4,

notebooks/julia_async.ipynb

@@ -1015,15 +1015,15 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Julia 1.10.0",
+   "display_name": "Julia 1.11.6",
    "language": "julia",
-   "name": "julia-1.10"
+   "name": "julia-1.11"
   },
   "language_info": {
    "file_extension": ".jl",
    "mimetype": "application/julia",
    "name": "julia",
-   "version": "1.10.0"
+   "version": "1.11.6"
   }
  },
  "nbformat": 4,

notebooks/julia_basics.ipynb

@@ -1741,15 +1741,15 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Julia 1.10.0",
+   "display_name": "Julia 1.11.6",
    "language": "julia",
-   "name": "julia-1.10"
+   "name": "julia-1.11"
   },
   "language_info": {
    "file_extension": ".jl",
    "mimetype": "application/julia",
    "name": "julia",
-   "version": "1.10.0"
+   "version": "1.11.6"
   }
  },
  "nbformat": 4,

notebooks/julia_distributed.ipynb

@@ -278,34 +278,6 @@
     "\n"
    ]
   },
-  {
-   "cell_type": "markdown",
-   "id": "6c09b2e5",
-   "metadata": {},
-   "source": [
-    "### Adding workers with ClusterManagers.jl\n",
-    "\n",
-    "Previous way of starting workers in other machines is very low-level. Happily, there is a Julia package called [ClusterManagers.jl](https://github.com/JuliaParallel/ClusterManagers.jl) that helps to create workers remotely in number of usual scenarios. For instance, when running the following code from the login node in a computer cluster, it will submit a job to the cluster queue allocating 128 threads. A worker will be generated for each one of these threads. If the compute node have 64 cores, 2 compute nodes will be used to create to contain the 128 workers (see below).\n",
-    "\n",
-    "\n",
-    "```julia\n",
-    "using Distributed\n",
-    "using ClusterManagers\n",
-    "addprocs(SlurmManager(128), partition=\"debug\", t=\"00:5:00\")\n",
-    "```\n"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "7c470ed9",
-   "metadata": {},
-   "source": [
-    "\n",
-    " <div>\n",
-    "<img src=\"data:image/png;base64,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 truncated
-    "</div>"
-   ]
-  },
   {
    "cell_type": "markdown",
    "id": "8c8bc619",
@@ -1445,15 +1417,15 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Julia 1.10.5",
+   "display_name": "Julia 1.11.6",
    "language": "julia",
-   "name": "julia-1.10"
+   "name": "julia-1.11"
   },
   "language_info": {
    "file_extension": ".jl",
    "mimetype": "application/julia",
    "name": "julia",
-   "version": "1.10.5"
+   "version": "1.11.6"
   }
  },
  "nbformat": 4,

notebooks/julia_mpi.ipynb

@@ -1590,15 +1590,15 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Julia 1.10.0",
+   "display_name": "Julia 1.11.6",
    "language": "julia",
-   "name": "julia-1.10"
+   "name": "julia-1.11"
   },
   "language_info": {
    "file_extension": ".jl",
    "mimetype": "application/julia",
    "name": "julia",
-   "version": "1.10.0"
+   "version": "1.11.6"
   }
  },
  "nbformat": 4,

notebooks/matrix_matrix.ipynb

@@ -1138,15 +1138,15 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Julia 1.10.0",
+   "display_name": "Julia 1.11.6",
    "language": "julia",
-   "name": "julia-1.10"
+   "name": "julia-1.11"
   },
   "language_info": {
    "file_extension": ".jl",
    "mimetype": "application/julia",
    "name": "julia",
-   "version": "1.10.0"
+   "version": "1.11.6"
   }
  },
  "nbformat": 4,

notebooks/tsp.ipynb

@@ -1217,15 +1217,15 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Julia 1.10.0",
+   "display_name": "Julia 1.11.6",
    "language": "julia",
-   "name": "julia-1.10"
+   "name": "julia-1.11"
   },
   "language_info": {
    "file_extension": ".jl",
    "mimetype": "application/julia",
    "name": "julia",
-   "version": "1.10.0"
+   "version": "1.11.6"
   }
  },
  "nbformat": 4,