capter 8 ML

rasbt · Sep 24, 2022 · 297aecd · 297aecd
1 parent 17ef60c
commit 297aecd
Showing 2 changed files with 45 additions and 73 deletions.
diff --git a/ch07/ch07.ipynb b/ch07/ch07.ipynb
@@ -1617,11 +1617,9 @@
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   "kernelspec": {
-   "display_name": "Python 3.8.5 64-bit ('mi_virtual_env_3_8': conda)",
+   "display_name": "Python 3.8.5 ('mi_virtual_env_3_8')",
+   "language": "python",
    "name": "python3"
   },
   "language_info": {
@@ -1647,6 +1645,11 @@
    "toc_position": {},
    "toc_section_display": true,
    "toc_window_display": false
+  },
+  "vscode": {
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diff --git a/ch08/ch08.ipynb b/ch08/ch08.ipynb
@@ -41,16 +41,19 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Sebastian Raschka \n",
-      "last updated: 2019-12-05 \n",
+      "Author: Sebastian Raschka\n",
       "\n",
-      "CPython 3.7.1\n",
-      "IPython 7.10.1\n",
+      "Last updated: 2022-09-23\n",
       "\n",
-      "numpy 1.17.4\n",
-      "pandas 0.25.3\n",
-      "sklearn 0.22\n",
-      "nltk 3.4.5\n"
+      "Python implementation: CPython\n",
+      "Python version       : 3.8.5\n",
+      "IPython version      : 8.4.0\n",
+      "\n",
+      "numpy  : 1.22.4\n",
+      "pandas : 1.4.3\n",
+      "sklearn: 1.1.1\n",
+      "nltk   : 3.7\n",
+      "\n"
      ]
     }
    ],
@@ -161,53 +164,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "32% | 25 MB | 6.34 MB/s | 4 sec elapsed"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "IOPub message rate exceeded.\n",
-      "The notebook server will temporarily stop sending output\n",
-      "to the client in order to avoid crashing it.\n",
-      "To change this limit, set the config variable\n",
-      "`--NotebookApp.iopub_msg_rate_limit`.\n",
-      "\n",
-      "Current values:\n",
-      "NotebookApp.iopub_msg_rate_limit=1000.0 (msgs/sec)\n",
-      "NotebookApp.rate_limit_window=3.0 (secs)\n",
-      "\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "72% | 58 MB | 7.86 MB/s | 7 sec elapsed"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "IOPub message rate exceeded.\n",
-      "The notebook server will temporarily stop sending output\n",
-      "to the client in order to avoid crashing it.\n",
-      "To change this limit, set the config variable\n",
-      "`--NotebookApp.iopub_msg_rate_limit`.\n",
-      "\n",
-      "Current values:\n",
-      "NotebookApp.iopub_msg_rate_limit=1000.0 (msgs/sec)\n",
-      "NotebookApp.rate_limit_window=3.0 (secs)\n",
-      "\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "100% | 80 MB | 8.24 MB/s | 9 sec elapsed"
+      "100% | 80 MB | 0.77 MB/s | 104 sec elapsed"
      ]
     }
    ],
@@ -263,15 +220,22 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Warning: No valid output stream.\n"
+     ]
+    },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "0% [##############################] 100% | ETA: 00:00:00\n",
-      "Total time elapsed: 00:01:51\n"
+      "/var/folders/2b/0h0bch1d4tsfsrn41nrnt_pm0000gn/T/ipykernel_50995/2821966182.py:20: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
+      "  df = df.append([[txt, labels[l]]],\n"
      ]
     }
    ],
@@ -310,7 +274,7 @@
   },
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-   "execution_count": 5,
+   "execution_count": 6,
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@@ -329,7 +293,7 @@
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+   "execution_count": 7,
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@@ -338,7 +302,7 @@
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+   "execution_count": 8,
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@@ -393,7 +357,7 @@
        "2  ***SPOILER*** Do not read this, if you think a...          0"
       ]
      },
-     "execution_count": 7,
+     "execution_count": 8,
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@@ -407,7 +371,7 @@
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+   "execution_count": 9,
    "metadata": {},
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@@ -416,7 +380,7 @@
        "(50000, 2)"
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-     "execution_count": 8,
+     "execution_count": 9,
      "metadata": {},
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@@ -480,7 +444,7 @@
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-   "execution_count": 9,
+   "execution_count": 10,
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@@ -504,7 +468,7 @@
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+   "execution_count": 11,
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@@ -535,7 +499,7 @@
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-   "execution_count": 11,
+   "execution_count": 12,
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     {
@@ -1871,7 +1835,7 @@
  "metadata": {
   "anaconda-cloud": {},
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3.8.5 ('mi_virtual_env_3_8')",
    "language": "python",
    "name": "python3"
   },
@@ -1885,7 +1849,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.1"
+   "version": "3.8.5"
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   "toc": {
    "nav_menu": {},
@@ -1898,6 +1862,11 @@
    "toc_position": {},
    "toc_section_display": true,
    "toc_window_display": false
+  },
+  "vscode": {
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+    "hash": "8ed8d8082f4ceeb2bfc4320dad851d241c318247d18366e289acedf5ee1f0416"
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