package | minor

yandex-research · Sep 2, 2023 · 8c6eefb · 8c6eefb
1 parent 9bc0472
commit 8c6eefb
Showing 1 changed file with 3 additions and 5 deletions.
diff --git a/package/example.ipynb b/package/example.ipynb
@@ -4,8 +4,6 @@
  "cell_type": "markdown",
  "metadata": {},
  "source": [
- "## Colab\n",
- "\n",
  "<a target=\"_blank\" href=\"https://colab.research.google.com/github/yandex-research/tabular-dl-revisiting-models/blob/main/package/example.ipynb\">\n",
  " <img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/>\n",
  "</a>\n",
@@ -115,12 +113,12 @@
  "train_size = len(X_cont['train'])\n",
  "\n",
  "# NOTE\n",
- "# Overall, the choice between preprocessing strategies depends on a task and a model.\n",
+ "# The choice between preprocessing strategies depends on a task and a model.\n",
  "\n",
- "# A simple preprocessing strategy.\n",
+ "# (A) Simple preprocessing strategy.\n",
  "# preprocessing = sklearn.preprocessing.StandardScaler().fit(X_cont['train'])\n",
  "\n",
- "# A fancy preprocessing strategy.\n",
+ "# (B) Fancy preprocessing strategy.\n",
  "X_std = X_cont['train'].std(axis=0)\n",
  "noise_hint = 1e-3\n",
  "noise_std = np.minimum(noise_hint, noise_hint * X_std)\n",