Compare approaches

data/experiments.dvc

@@ -1,5 +1,5 @@
 outs:
-- md5: 40eb4fb20f9c7fdf3ef3088051daa83f.dir
+- md5: 7d1c83659b027285e94dcb79b9ae0e4d.dir
   size: 26286518
   nfiles: 42
   hash: md5

dvc.lock

@@ -380,6 +380,6 @@ stages:
     deps:
     - path: src/boilercv/stages/experiments
       hash: md5
-      md5: a2ce03601ca0e12911bf6f001427c385.dir
-      size: 100496
+      md5: ed5dd947b8ddaa776ef49c325c1dc7ac.dir
+      size: 102052
       nfiles: 14

src/boilercv/docs.py

@@ -20,6 +20,8 @@
 # * -------------------------------------------------------------------------------- * #
 # * COMMON TO ROOT AND DVC-TRACKED DOCUMENTATION
 
+FONT_SCALE = 1.3
+"""Plot font scale."""
 PRECISION = 4
 """The desired precision."""
 FLOAT_SPEC = f"#.{PRECISION}g"
@@ -30,7 +32,7 @@
 """The number of rows to display in a dataframe."""
 
 
-def init():
+def init(font_scale: float = FONT_SCALE):
     """Initialize notebook formats."""
 
     from boilercv.models.params import PARAMS  # noqa: PLC0415
@@ -43,9 +45,12 @@ def init():
     np.set_printoptions(precision=PRECISION)
 
     sns.set_theme(
-        context="notebook", style="whitegrid", palette="bright", font="sans-serif"
+        context="notebook",
+        style="whitegrid",
+        palette="deep",
+        font="sans-serif",
+        font_scale=font_scale,
     )
-    sns.color_palette("deep")
     plt.style.use(style=PARAMS.paths.mpl_base)
 
 

src/boilercv/stages/experiments/e230920_subcool/find_tracks.ipynb

@@ -24,6 +24,7 @@
     "import seaborn as sns\n",
     "from matplotlib import colormaps  # type: ignore  # pyright 1.1.333\n",
     "from matplotlib.figure import Figure\n",
+    "from matplotlib.patches import Rectangle\n",
     "from matplotlib.pyplot import subplot_mosaic, subplots\n",
     "from pandas import DataFrame, read_hdf\n",
     "\n",
@@ -238,6 +239,19 @@
     "    palette=palette,\n",
     "    data=data,\n",
     ")\n",
+    "\n",
+    "# Plot the original bounds\n",
+    "ax.add_patch(\n",
+    "    Rectangle(\n",
+    "        xy=(130, 240),\n",
+    "        width=(250 - 130),\n",
+    "        height=(460 - 240),\n",
+    "        edgecolor=\"blue\",\n",
+    "        facecolor=\"none\",\n",
+    "        linewidth=2,\n",
+    "    )\n",
+    ")\n",
+    "\n",
     "HIDE"
    ]
   },
@@ -533,7 +547,25 @@
     "HIDE\n",
     "\n",
     "with nowarn():\n",
-    "    sns.move_legend(ax, \"lower center\", bbox_to_anchor=(0.5, 1), ncol=3)"
+    "    sns.move_legend(ax, \"lower center\", bbox_to_anchor=(0.5, 1), ncol=3)\n",
+    "\n",
+    "# Define the coordinates and dimensions of the rectangle\n",
+    "rect_x = 0.01\n",
+    "rect_y = 0.2\n",
+    "rect_width = 0.02\n",
+    "rect_height = 0.6\n",
+    "\n",
+    "# Plot the original bounds\n",
+    "ax.add_patch(\n",
+    "    Rectangle(\n",
+    "        xy=(0.0002, 0.2),\n",
+    "        width=0.003,\n",
+    "        height=(1 - 0.2),\n",
+    "        edgecolor=\"blue\",\n",
+    "        facecolor=\"none\",\n",
+    "        linewidth=2,\n",
+    "    )\n",
+    ")"
    ]
   },
   {