revert to 5309545, modify notebooks doc

Ouranosinc · Jan 8, 2025 · 2f4178f · 2f4178f
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diff --git a/docs/notebooks/advanced_example.ipynb b/docs/notebooks/advanced_example.ipynb
@@ -4,10 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "---\n",
-    "title: Statistical Downscaling and Bias-Adjustment - Advanced tools\n",
-    "---\n",
-    "\n",
+    "# Statistical Downscaling and Bias-Adjustment - Advanced tools\n",
     "\n",
     "The previous notebook covered the most common utilities of `xsdba` for conventional cases. Here, we explore more advanced usage of `xsdba` tools.\n",
     "\n",

diff --git a/docs/notebooks/example.ipynb b/docs/notebooks/example.ipynb
@@ -10,6 +10,8 @@
     "\n",
     "This presents examples, while a bit more info and the API are given on [this page](../xsdba.rst).\n",
     "\n",
+    "## Simple Quantile Mapping\n",
+    "\n",
     "A very simple \"Quantile Mapping\" approach is available through the `EmpiricalQuantileMapping` object. The object is created through the `.train` method of the class, and the simulation is adjusted with `.adjust`."
    ]
   },
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@@ Expand Up / @@ -10,6 +10,8 @@ @@
         "\n",
         "This presents examples, while a bit more info and the API are given on [this page](../xsdba.rst).\n",
         "\n",
+        "## Simple Quantile Mapping\n",
+        "\n",
         "A very simple \"Quantile Mapping\" approach is available through the `EmpiricalQuantileMapping` object. The object is created through the `.train` method of the class, and the simulation is adjusted with `.adjust`."
        ]
       },
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