{"image_url":null,"author_url":"https://blog.hatena.ne.jp/ai-economy-analysis/","published":"2025-12-26 12:57:38","url":"https://ai-researcher.hatenablog.com/entry/2025/12/26/125738","version":"1.0","description":"Numba vs NumPy vs PandasPython\u9ad8\u901f\u5316\u306e\u6700\u9069\u89e3\u3068\u6280\u8853\u7684\u6df1\u5c64\u5206\u6790 \u30c7\u30fc\u30bf\u306e\u7206\u767a\u7684\u306a\u5897\u52a0\u306b\u4f34\u3044\u3001\u300cNumPy\u3092\u4f7f\u3048\u3070\u901f\u3044\u300d\u3068\u3044\u3046\u5e38\u8b58\u3060\u3051\u3067\u306f\u901a\u7528\u3057\u306a\u3044\u6642\u4ee3\u304c\u6765\u3066\u3044\u307e\u3059\u3002JIT\u30b3\u30f3\u30d1\u30a4\u30e9\u300cNumba\u300d\u306e\u5185\u90e8\u69cb\u9020\u3092\u89e3\u5256\u3057\u3001\u65e2\u5b58\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u306e\u6c7a\u5b9a\u7684\u306a\u9055\u3044\u3068\u4f7f\u3044\u5206\u3051\u306e\u6975\u610f\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002 AI Written by AI Engineer \u2022 2024.05.20 Update \u76ee\u6b21 1. \u306a\u305cNumPy/Pandas\u3060\u3051\u3067\u306f\u8db3\u308a\u306a\u3044\u306e\u304b 2. Numba\u306e\u6b63\u4f53\uff1aLLVM\u3078\u306e\u5165\u308a\u53e3 3. NumPy vs Numba\uff1a\u30e1\u30e2\u30ea\u5e2f\u57df\u5e45\u306e\u58c1 4. Pandas\u306e\u9650\u754c\u3068Numba\u306b\u3088\u308b\u7a81\u2026","width":"100%","height":"190","blog_title":"\u3042\u3084\u3068\uff20AI\u30a8\u30f3\u30b8\u30cb\u30a2","categories":["python"],"title":"\u3010\u5b8c\u5168\u4fdd\u5b58\u7248\u3011Numba vs NumPy vs Pandas\uff1aPython\u9ad8\u901f\u5316\u306e\u6700\u9069\u89e3\u3068\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u5fb9\u5e95\u6bd4\u8f03","type":"rich","author_name":"ai-economy-analysis","provider_url":"https://hatena.blog","html":"<iframe src=\"https://hatenablog-parts.com/embed?url=https%3A%2F%2Fai-researcher.hatenablog.com%2Fentry%2F2025%2F12%2F26%2F125738\" title=\"\u3010\u5b8c\u5168\u4fdd\u5b58\u7248\u3011Numba vs NumPy vs Pandas\uff1aPython\u9ad8\u901f\u5316\u306e\u6700\u9069\u89e3\u3068\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u5fb9\u5e95\u6bd4\u8f03 - \u3042\u3084\u3068\uff20AI\u30a8\u30f3\u30b8\u30cb\u30a2\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\"></iframe>","blog_url":"https://ai-researcher.hatenablog.com/","provider_name":"Hatena Blog"}