ç§ãŒé¸ã¶2015å¹´ã®â€æ–°ã—ã„â€Pythonモジュール トップ5 | POSTD最近ã€ã“ã®ãƒ¢ã‚¸ãƒ¥ãƒ¼ãƒ«ã‚’妻ã«ç´¹ä»‹ã—ãŸã¨ã“ã‚ã€ãã®ã‚·ãƒ³ãƒ—ルã•ã¨å®Ÿç”¨æ€§ã«é©šã„ã¦ã„ã¾ã—ãŸã€‚ joblib joblibã®å˜åœ¨ã¯ä»¥å‰ã‹ã‚‰çŸ¥ã£ã¦ã¯ã„ãŸã‚‚ã®ã®ã€å®Ÿéš›ã®ã¨ã“ã‚ã¯ã‚ˆãç†è§£ã—ã¦ãŠã‚‰ãšã€ã„ã‚ã„ã‚ãªæ©Ÿèƒ½ã‚’寄ã›é›†ã‚ãŸã‚ˆã†ãªãƒ¢ã‚¸ãƒ¥ãƒ¼ãƒ«ã ã¨æ€ã£ã¦ã„ã¾ã—ãŸã€‚ã¾ã‚ã€ãã®å°è±¡ã¯ä»Šã‚‚ã‚ã¾ã‚Šå¤‰ã‚ã‚Šã¾ã›ã‚“ãŒã€å®Ÿã¯éžå¸¸ã«ä¾¿åˆ©ãªãƒ¢ã‚¸ãƒ¥ãƒ¼ãƒ«ã ã£ãŸã®ã§ã™ã€‚ç§ã¯ Flowminder ã®åŒåƒšã‹ã‚‰å†åº¦joblibを勧ã‚られã¦ã€ã“ã®ãƒ¢ã‚¸ãƒ¥ãƒ¼ãƒ«ã‚’データ分æžç”¨ã®ã‚³ãƒ¼ãƒ‰ã«å¹…広ã使用ã—ã¾ã—ãŸã€‚ã§ã¯ã€ãã®æ©Ÿèƒ½ã«ã¤ã„ã¦ç´¹ä»‹ã—ã¾ã—ょã†ã€‚joblibã¯å¤§ãã分ã‘ã¦ã€ ã‚ャッシング 〠並列化 〠永続化 （データã®ä¿å˜ã¨èªã¿è¾¼ã¿ï¼‰ã®3ã¤ã®æ©Ÿèƒ½ã‹ã‚‰æˆã‚Šã¾ã™ã€‚実を言ã†ã¨ã€ç§ã¯ã¾ã 並列プãƒã‚°ãƒ©ãƒŸãƒ³ã‚°ã®æ©Ÿèƒ½ã¯ä½¿ã£ãŸã“ã¨ãŒãªã„ã®ã§ã™ãŒã€ã‚ã¨ã®2ã¤ã®æ©Ÿèƒ½ã¯é »ç¹ã«ä½¿ã£ã¦ãã¾ã—ãŸã€‚ ã‚ャッシング機能ã¨ã¯ã€ã‚·ãƒ³ãƒ—ルãªãƒ‡ã‚³ãƒ¬ãƒ¼ã‚¿ã‚’使ã£ã¦ã€é–¢æ•°ã‚’ç°¡å˜ã«â€ãƒ¡ãƒ¢åŒ–â€ã™ã‚‹
[Python] Joblibã®ã‚ャッシュを使ã£ã¦åŒã˜è¨ˆç®—ã‚’çœç•¥ã™ã‚‹
Python高速化を試ã—ã¦ã¿ãŸ å‰åŠï¼šå˜ç´”ãªã‚³ãƒ¼ãƒ‰ã§æ¯”較ã™ã‚‹ - Qiita
python環境ã§csv, pickle, joblib, parquetã®èªã¿æ›¸ã速度ã¨å®¹é‡ã‚’比較 - Qiita
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joblib 㨠pickle ã®æ¯”較 - Tak's Notebook
pickleã®ä»£ã‚ã‚Šã«joblibを使ã£ã¦æ°¸ç¶šåŒ–ã™ã‚‹ - 計算物ç†å±‹ã®ç ”究備忘録
Python高速化 ã€multiprocessing】ã€ä¸¦åˆ—処ç†ã€‘ - Qiita
Pythonã®Joblibã§ä¸¦åˆ—å‡¦ç† â€“ S-Analysis
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pythonã§ping監視 - 雑食ã¸ã„ã¡ã‚ƒã‚“ã®æ€ã„出é”
Pythonを速ãã™ã‚‹TIPS集（計測・ビルドインã®å„機能・Cython・Numba・etc） - Qiita
Python3: 並列処ç†ã§é€Ÿåº¦ã‚’上ã’ã‚‹ Joblib | ãŠåå‰.comã€ã•ãらã®VPSç‰ã®ã‚µãƒ¼ãƒãƒ¼ã§ã®é–‹ç™ºãƒ»è¨å®šãƒ¡ãƒ¢
Python: Joblibã§ä¸¦åˆ—処ç†ãƒ—ãƒã‚°ãƒ©ãƒŸãƒ³ã‚° - ã‘日記
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Python並列処ç†(multiprocessingã¨Joblib) - Qiita
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