minor code updates

florian-huber · Dec 20, 2023 · 6543180 · 6543180
1 parent 2557d12
commit 6543180
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Showing 2 changed files with 10 additions and 8 deletions.
diff --git a/notebooks/live_coding_05_correlation_analysis.ipynb b/notebooks/live_coding_05_correlation_analysis.ipynb
@@ -689,11 +689,13 @@
    ],
    "source": [
     "fig, ax = plt.subplots(figsize=(8, 8))\n",
-    "sb.heatmap(data.corr(), vmin=-1, vmax=1,\n",
-    "           square=True, lw=2,\n",
-    "           annot=True, cmap=\"RdBu\",\n",
-    "           ax=ax,\n",
-    "          )"
+    "sb.heatmap(\n",
+    "    data.corr(numeric_only=True),  # this is required for pandas >= 2.0, but also generally a good idea.\n",
+    "    vmin=-1, vmax=1,\n",
+    "    square=True, lw=2,\n",
+    "    annot=True, cmap=\"RdBu\",\n",
+    "    ax=ax,\n",
+    ")"
    ]
   },
   {
@@ -861,7 +863,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.12"
+   "version": "3.10.13"
   }
  },
  "nbformat": 4,

diff --git a/notebooks/live_coding_07_dimensionality_reduction.ipynb b/notebooks/live_coding_07_dimensionality_reduction.ipynb
@@ -1877,7 +1877,7 @@
     "                   y=\"tsne2\",\n",
     "                   hue=features[i],\n",
     "                   palette=\"viridis\",\n",
-    "                   ax=ax, size=1)\n",
+    "                   ax=ax)\n",
     "    \n",
     "    ax.set_xticks(ticks=[])\n",
     "    ax.set_yticks(ticks=[])\n",
@@ -1924,7 +1924,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.18"
+   "version": "3.10.13"
   }
  },
  "nbformat": 4,