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wangche/knock61.ipynb

@@ -0,0 +1,58 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "cc21727d",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Cosine similarity between 'United States' and 'U.S.': 0.7310774326324463\n"
+     ]
+    }
+   ],
+   "source": [
+    "import gensim\n",
+    "\n",
+    "# モデルを読み込む\n",
+    "model = gensim.models.KeyedVectors.load('word2vec-google-news-300.model')\n",
+    "\n",
+    "# \"United States\"と\"U.S.\"のコサイン類似度を計算\n",
+    "similarity = model.similarity('United_States', 'U.S.')\n",
+    "print(f\"Cosine similarity between 'United States' and 'U.S.': {similarity}\")\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "32b24347",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.4"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}