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Make font sizes consistent across notebooks

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Aurélien Geron
2021-11-27 23:03:26 +13:00
parent e72b210d97
commit 52d4f0a8c6
9 changed files with 141 additions and 156 deletions
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26
09_unsupervised_learning.ipynb
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@@ -86,11 +86,13 @@
"metadata": {},
"outputs": [],
"source": [
"import matplotlib as mpl\n",
"import matplotlib.pyplot as plt\n",
"\n",
"mpl.rc('font', size=12)\n",
"mpl.rc('axes', labelsize=14, titlesize=14)\n",
"mpl.rc('legend', fontsize=14)"
"plt.rc('font', size=14)\n",
"plt.rc('axes', labelsize=14, titlesize=14)\n",
"plt.rc('legend', fontsize=14)\n",
"plt.rc('xtick',labelsize=10)\n",
"plt.rc('ytick',labelsize=10)"
]
},
{
@@ -1082,7 +1084,7 @@
"plt.ylabel(\"Inertia\")\n",
"plt.annotate(\"\", xy=(4, inertias[3]), xytext=(4.45, 650),\n",
" arrowprops=dict(facecolor='black', shrink=0.1))\n",
"plt.text(4.5, 650, \"Elbow\", fontsize=14, horizontalalignment=\"center\")\n",
"plt.text(4.5, 650, \"Elbow\", horizontalalignment=\"center\")\n",
"plt.axis([1, 8.5, 0, 1300])\n",
"plt.grid()\n",
"save_fig(\"inertia_vs_k_plot\")\n",
@@ -2410,9 +2412,9 @@
"plt.plot(stds[max_idx], max_val, \"r.\")\n",
"plt.plot([stds[max_idx], stds[max_idx]], [0, max_val], \"r:\")\n",
"plt.plot([0, stds[max_idx]], [max_val, max_val], \"r:\")\n",
"plt.text(stds[max_idx]+ 0.01, 0.081, r\"$\\hat{\\theta}$\", fontsize=14)\n",
"plt.text(stds[max_idx]+ 0.01, max_val - 0.005, r\"$Max$\", fontsize=14)\n",
"plt.text(1.01, max_val - 0.008, r\"$\\hat{\\mathcal{L}}$\", fontsize=14)\n",
"plt.text(stds[max_idx]+ 0.01, 0.081, r\"$\\hat{\\theta}$\")\n",
"plt.text(stds[max_idx]+ 0.01, max_val - 0.006, r\"$Max$\")\n",
"plt.text(1.01, max_val - 0.008, r\"$\\hat{\\mathcal{L}}$\")\n",
"plt.ylabel(r\"$\\mathcal{L}$\", rotation=0, labelpad=10)\n",
"plt.title(fr\"$\\mathcal{{L}}(\\theta|x={x_val}) = f(x={x_val}; \\theta)$\")\n",
"plt.grid()\n",
@@ -2433,9 +2435,9 @@
"plt.plot(stds[log_max_idx], log_max_val, \"r.\")\n",
"plt.plot([stds[log_max_idx], stds[log_max_idx]], [-5, log_max_val], \"r:\")\n",
"plt.plot([0, stds[log_max_idx]], [log_max_val, log_max_val], \"r:\")\n",
"plt.text(stds[log_max_idx]+ 0.01, log_max_val - 0.05, r\"$Max$\", fontsize=14)\n",
"plt.text(stds[log_max_idx]+ 0.01, -2.49, r\"$\\hat{\\theta}$\", fontsize=14)\n",
"plt.text(1.01, log_max_val - 0.07, r\"$\\log \\, \\hat{\\mathcal{L}}$\", fontsize=14)\n",
"plt.text(stds[log_max_idx]+ 0.01, log_max_val - 0.06, r\"$Max$\")\n",
"plt.text(stds[log_max_idx]+ 0.01, -2.49, r\"$\\hat{\\theta}$\")\n",
"plt.text(1.01, log_max_val - 0.08, r\"$\\log \\, \\hat{\\mathcal{L}}$\")\n",
"plt.xlabel(r\"$\\theta$\")\n",
"plt.ylabel(r\"$\\log\\mathcal{L}$\", rotation=0, labelpad=10)\n",
"plt.title(fr\"$\\log \\, \\mathcal{{L}}(\\theta|x={x_val})$\")\n",
@@ -2527,7 +2529,7 @@
"plt.axis([1, 9.5, min(aics) - 50, max(aics) + 50])\n",
"plt.annotate(\"\", xy=(3, bics[2]), xytext=(3.4, 8650),\n",
" arrowprops=dict(facecolor='black', shrink=0.1))\n",
"plt.text(3.5, 8660, \"Minimum\", fontsize=14, horizontalalignment=\"center\")\n",
"plt.text(3.5, 8660, \"Minimum\", horizontalalignment=\"center\")\n",
"plt.legend()\n",
"plt.grid()\n",
"save_fig(\"aic_bic_vs_k_plot\")\n",