From 35ce04b683079873156bbaad6cc6bb96c5a1aa4c Mon Sep 17 00:00:00 2001
From: Brady Planden <brady.planden@gmail.com>
Date: Mon, 21 Oct 2024 15:19:42 +0100
Subject: [PATCH] examples: post-merge fix

---
 .../monte_carlo_ecm_identification.ipynb      | 150 +++++++++---------
 1 file changed, 75 insertions(+), 75 deletions(-)

diff --git a/examples/notebooks/monte_carlo_ecm_identification.ipynb b/examples/notebooks/monte_carlo_ecm_identification.ipynb
index 197e3c3e6..6625f8333 100644
--- a/examples/notebooks/monte_carlo_ecm_identification.ipynb
+++ b/examples/notebooks/monte_carlo_ecm_identification.ipynb
@@ -39,7 +39,7 @@
     "\n",
     "import pybop\n",
     "\n",
-    "pybop.PlotlyManager().pio.renderers.default = \"notebook_connected\"\n",
+    "pybop.plot.PlotlyManager().pio.renderers.default = \"notebook_connected\"\n",
     "parallel = True if sys.platform != \"win32\" else False"
    ]
   },
@@ -225,7 +225,7 @@
     "\n",
     "# Take every 100th point\n",
     "filtered_cycling_df = filter_cycling.iloc[\n",
-    "    [i for i in range(len(filter_cycling)) if not (i) % 100 != 0]\n",
+    "    [i for i in range(len(filter_cycling)) if not i % 100 != 0]\n",
     "]\n",
     "filtered_cycling_df.plot(x=\"time/s\", y=\"Ecell/V\", kind=\"line\")"
    ]
@@ -353,9 +353,9 @@
      "output_type": "stream",
      "text": [
       "OptimisationResult:\n",
-      "  Optimised parameters: [4.16690213e-03 1.63501618e-03 8.75474303e-05 2.78386368e-04]\n",
-      "  Final cost: 431.8643856551952\n",
-      "  Number of iterations: 68\n",
+      "  Optimised parameters: [4.15690229e-03 1.64236988e-03 8.78939716e-05 2.78474178e-04]\n",
+      "  Final cost: 431.8611377082031\n",
+      "  Number of iterations: 78\n",
       "  SciPy result available: No\n"
      ]
     },
@@ -396,9 +396,9 @@
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1\"},\"showexponent\":\"last\",\"exponentformat\":\"e\"},\"title\":{\"text\":\"Parameter Convergence\",\"x\":0.5},\"legend\":{\"orientation\":\"h\",\"yanchor\":\"bottom\",\"y\":1.02,\"xanchor\":\"right\",\"x\":1},\"margin\":{\"l\":10,\"r\":10,\"b\":10,\"t\":75,\"pad\":4},\"showlegend\":true,\"autosize\":false,\"width\":1024,\"height\":576,\"plot_bgcolor\":\"white\"},                        {\"responsive\": true}                    ).then(function(){\n",
        "                            \n",
-       "var gd = document.getElementById('cbde5a98-d9cf-4049-bd48-d1fc45aa28c0');\n",
+       "var gd = document.getElementById('33c9830f-0462-442b-89c5-f65e10aa0dd5');\n",
        "var x = new MutationObserver(function (mutations, observer) {{\n",
        "        var display = window.getComputedStyle(gd).display;\n",
        "        if (!display || display === 'none') {{\n",
@@ -503,9 +503,9 @@
     ")\n",
     "results_optim = optim.run()\n",
     "print(results_optim)\n",
-    "pybop.quick_plot(problem, results_optim.x)\n",
-    "pybop.plot_convergence(optim)\n",
-    "pybop.plot_parameters(optim);"
+    "pybop.plot.quick(problem, results_optim.x)\n",
+    "pybop.plot.convergence(optim)\n",
+    "pybop.plot.parameters(optim);"
    ]
   },
   {
@@ -535,46 +535,46 @@
       "os.fork() was called. os.fork() is incompatible with multithreaded code, and JAX is multithreaded, so this will likely lead to a deadlock.\n",
       "\n",
       "| Iteration: 1 | Iter/s:  0.00 |\n",
-      "| Iteration: 2 | Iter/s:  52.61 |\n",
-      "| Iteration: 3 | Iter/s:  41.98 |\n",
-      "| Iteration: 4 | Iter/s:  13.65 |\n",
-      "| Iteration: 5 | Iter/s:  10.76 |\n",
-      "| Iteration: 6 | Iter/s:  101.82 |\n",
-      "| Iteration: 7 | Iter/s:  57.85 |\n",
-      "| Iteration: 8 | Iter/s:  78.23 |\n",
-      "| Iteration: 9 | Iter/s:  85.22 |\n",
-      "| Iteration: 10 | Iter/s:  94.92 |\n",
-      "| Iteration: 50 | Iter/s:  41.02 |\n",
-      "| Iteration: 100 | Iter/s:  33.31 |\n",
-      "| Iteration: 150 | Iter/s:  8.15 |\n",
-      "| Iteration: 200 | Iter/s:  33.61 |\n",
-      "| Iteration: 250 | Iter/s:  139.58 |\n",
+      "| Iteration: 2 | Iter/s:  28.66 |\n",
+      "| Iteration: 3 | Iter/s:  25.26 |\n",
+      "| Iteration: 4 | Iter/s:  74.38 |\n",
+      "| Iteration: 5 | Iter/s:  28.77 |\n",
+      "| Iteration: 6 | Iter/s:  25.46 |\n",
+      "| Iteration: 7 | Iter/s:  52.50 |\n",
+      "| Iteration: 8 | Iter/s:  82.83 |\n",
+      "| Iteration: 9 | Iter/s:  63.31 |\n",
+      "| Iteration: 10 | Iter/s:  1.61 |\n",
+      "| Iteration: 50 | Iter/s:  15.56 |\n",
+      "| Iteration: 100 | Iter/s:  16.85 |\n",
+      "| Iteration: 150 | Iter/s:  44.17 |\n",
+      "| Iteration: 200 | Iter/s:  125.50 |\n",
+      "| Iteration: 250 | Iter/s:  145.31 |\n",
       "Initial phase completed.\n",
-      "| Iteration: 300 | Iter/s:  125.49 |\n",
-      "| Iteration: 350 | Iter/s:  26.11 |\n",
-      "| Iteration: 400 | Iter/s:  9.59 |\n",
-      "| Iteration: 450 | Iter/s:  9.98 |\n",
-      "| Iteration: 500 | Iter/s:  8.31 |\n",
-      "| Iteration: 550 | Iter/s:  15.60 |\n",
-      "| Iteration: 600 | Iter/s:  14.32 |\n",
-      "| Iteration: 650 | Iter/s:  9.69 |\n",
-      "| Iteration: 700 | Iter/s:  12.08 |\n",
-      "| Iteration: 750 | Iter/s:  21.01 |\n",
-      "| Iteration: 800 | Iter/s:  20.69 |\n",
-      "| Iteration: 850 | Iter/s:  10.34 |\n",
-      "| Iteration: 900 | Iter/s:  15.12 |\n",
-      "| Iteration: 950 | Iter/s:  8.75 |\n",
-      "| Iteration: 1000 | Iter/s:  10.82 |\n",
-      "| Iteration: 1050 | Iter/s:  65.14 |\n",
-      "| Iteration: 1100 | Iter/s:  32.32 |\n",
-      "| Iteration: 1150 | Iter/s:  9.18 |\n",
-      "| Iteration: 1200 | Iter/s:  24.97 |\n",
-      "| Iteration: 1250 | Iter/s:  11.94 |\n",
-      "| Iteration: 1300 | Iter/s:  14.22 |\n",
-      "| Iteration: 1350 | Iter/s:  9.26 |\n",
-      "| Iteration: 1400 | Iter/s:  16.17 |\n",
-      "| Iteration: 1450 | Iter/s:  12.25 |\n",
-      "| Iteration: 1500 | Iter/s:  7.66 |\n",
+      "| Iteration: 300 | Iter/s:  18.41 |\n",
+      "| Iteration: 350 | Iter/s:  124.50 |\n",
+      "| Iteration: 400 | Iter/s:  49.71 |\n",
+      "| Iteration: 450 | Iter/s:  15.42 |\n",
+      "| Iteration: 500 | Iter/s:  12.31 |\n",
+      "| Iteration: 550 | Iter/s:  12.83 |\n",
+      "| Iteration: 600 | Iter/s:  16.69 |\n",
+      "| Iteration: 650 | Iter/s:  18.65 |\n",
+      "| Iteration: 700 | Iter/s:  23.45 |\n",
+      "| Iteration: 750 | Iter/s:  9.57 |\n",
+      "| Iteration: 800 | Iter/s:  24.36 |\n",
+      "| Iteration: 850 | Iter/s:  6.11 |\n",
+      "| Iteration: 900 | Iter/s:  7.26 |\n",
+      "| Iteration: 950 | Iter/s:  12.78 |\n",
+      "| Iteration: 1000 | Iter/s:  9.71 |\n",
+      "| Iteration: 1050 | Iter/s:  10.11 |\n",
+      "| Iteration: 1100 | Iter/s:  10.57 |\n",
+      "| Iteration: 1150 | Iter/s:  9.25 |\n",
+      "| Iteration: 1200 | Iter/s:  14.29 |\n",
+      "| Iteration: 1250 | Iter/s:  12.10 |\n",
+      "| Iteration: 1300 | Iter/s:  37.08 |\n",
+      "| Iteration: 1350 | Iter/s:  11.71 |\n",
+      "| Iteration: 1400 | Iter/s:  30.06 |\n",
+      "| Iteration: 1450 | Iter/s:  48.85 |\n",
+      "| Iteration: 1500 | Iter/s:  9.15 |\n",
       "Halting: Maximum number of iterations (1500) reached.\n"
      ]
     },
@@ -582,7 +582,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "[1.01997775 1.02215318 1.00541323 1.02460401]\n"
+      "[1.00493998 1.00643067 1.00368448 1.01600809]\n"
      ]
     }
    ],
@@ -594,7 +594,7 @@
     "    max_iterations=1500,  # Increase for accurate posteriors\n",
     "    warm_up=350,\n",
     "    verbose=True,\n",
-    "    # parallel=parallel,  # Only supported for MacOS/WSL/Linux\n",
+    "    parallel=parallel,  # Only supported for macOS/WSL/Linux\n",
     ")\n",
     "\n",
     "chains = sampler.run()\n",
@@ -625,9 +625,9 @@
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        "                            \n",
-       "var gd = document.getElementById('2481475d-1fb6-4c4b-a410-51e2a4778eea');\n",
+       "var gd = document.getElementById('00dba574-9c31-4563-89e6-914af259df39');\n",
        "var x = new MutationObserver(function (mutations, observer) {{\n",
        "        var display = window.getComputedStyle(gd).display;\n",
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@@ -886,7 +886,7 @@
     }
    ],
    "source": [
-    "pybop.quick_plot(problem, posterior_summary.mean);"
+    "pybop.plot.quick(problem, posterior_summary.mean);"
    ]
   },
   {
@@ -907,9 +907,9 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "The XNES result is: [4.16690213e-03 1.63501618e-03 8.75474303e-05 2.78386368e-04]\n",
-      "The posterior means are:[4.19112785e-03 1.60078015e-03 9.76121137e-05 2.86863160e-04]\n",
-      "The difference between the two methods is: [2.42257189e-05 3.42360310e-05 1.00646834e-05 8.47679204e-06]\n"
+      "The XNES result is: [4.15690229e-03 1.64236988e-03 8.78939716e-05 2.78474178e-04]\n",
+      "The posterior means are:[4.14717807e-03 1.64491239e-03 9.20455193e-05 2.86617819e-04]\n",
+      "The difference between the two methods is: [9.72421663e-06 2.54251113e-06 4.15154776e-06 8.14364117e-06]\n"
      ]
     }
    ],
@@ -938,9 +938,9 @@
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