GitHub - rougier/scientific-visualization-book: An open access book on scientific visualization using python and matplotlib
Nicolas P. Rougier, Bordeaux, November 2021. The Python scientific visualisation landscape is huge. It is composed of a myriad of tools, ranging from the most versatile and widely used down to the more specialised and confidential. Some of these tools are community based while others are developed by companies. Some are made specifically for the web, others are for the desktop only, some deal with
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åˆã‚ã« javascriptベースã§æ‰‹è»½ã«å¯¾è©±çš„ãªæ“作ãŒå¯èƒ½ãªä½œå›³ãŒå‡ºæ¥ã‚‹Plotly Express(å…¬å¼ã‚µã‚¤ãƒˆ)ã¨ã„ã†ãƒ©ã‚¤ãƒ–ラリãŒå°‘ã—å‰ã«å…¬é–‹ã•ã‚ŒãŸã®ã‚’見ã¤ã‘ã¾ã—ãŸã€‚ 今ã¾ã§ã®é™çš„ãªä½œå›³ã¨ã¯æ˜Žã‚‰ã‹ã«ç•°ãªã‚‹æ¬¡å…ƒã®ãƒãƒ†ãƒ³ã‚·ãƒ£ãƒ«ã‚’æ„Ÿã˜ãŸã®ã§ã€å‚™å¿˜éŒ²ã‚’å…¼ãã¦åŸºæœ¬çš„ãªå¯è¦–化手法ã®æã方をã¾ã¨ã‚ã¾ã—ãŸã€‚ å‚考ã¾ã§ã«ã€matplotlib+seabornã§åŒæ§˜ã®å›³ã‚’書ã„ãŸãƒ‘ターンã¨æ¯”較ã—ã¦ã„ã¾ã™ã€‚ 「基本的ãªå¯è¦–化手法ã€ã¯ã€ä»¥å‰æ›¸ã„ãŸã€ŒæŽ¢ç´¢çš„データ解æžã«ãŠã‘ã‚‹æ£ã—ã„å¯è¦–化手法ã®é¸ã³æ–¹ã¨æãæ–¹ã€ã«æº–æ‹ ã—ã¦ã„ã¾ã™ã€‚ Plotly Expressã¨ã¯ Plotly Expressã¯2019å¹´ã®3月ã«å…¬é–‹ã•ã‚ŒãŸplotlyã®é«˜ãƒ¬ãƒ™ãƒ«API群ã§ã™ã€‚ インタラクティブã§è¤‡é›‘ãªæ画を簡å˜ã«æ›¸ã‘ã‚‹ã®ãŒç‰¹å¾´ã§ã™ã€‚ å…¬å¼ã‚µã‚¤ãƒˆ: https://plot.ly/python/plotly-express/ API re
seabornã®ç´°ã‹ã„見ãŸç›®èª¿æ•´ã‚’ã‚ãらã‚ãªã„ - Qiita
ã¯ã˜ã‚ã« seabornã®æ´—ç·´ã•ã‚ŒãŸã‚¹ã‚¿ã‚¤ãƒ«ã§ä½œã£ãŸã‚°ãƒ©ãƒ•ã¯ã¨ã¦ã‚‚ãã‚Œã„ã§ã™ã€‚見ãŸç›®ã ã‘ã§ãªãã€åˆ—ã®å¤šã„データã®å…¨ä½“åƒã‚’把æ¡ã™ã‚‹ã®ã«ã‚‚å¨åŠ›ã‚’発æ®ã—ã¾ã™1。特ã«é©åˆ‡ã«æ•´å½¢ã•ã‚ŒãŸãƒ‡ãƒ¼ã‚¿ãƒ•ãƒ¬ãƒ¼ãƒ を渡ã›ã°ã‚«ãƒ†ã‚´ãƒªã®æ¯”較や全パラメータã®ç›¸é–¢ã‚’一瞥ã§ãる図ãŒä¸€çž¬ã§ä½œã‚Œã‚‹æ©Ÿèƒ½ã¯ã€åŒç‰ã®å›³ã‚’matplotlibã§ä¸€ã‹ã‚‰ä½œã‚‹è‹¦åŠ´ã‚’考ãˆã‚‹ã¨é©šæ„•ã«å€¤ã—ã¾ã™ã€‚データサイエンティストやkagglerã«äººæ°—ãŒã‚ã‚‹ã®ã‚‚ç´å¾—ã§ã™ã€‚ã¾ãŸã€è¤‡é›‘ãªãƒ‡ãƒ¼ã‚¿ã‚’扱ã£ã¦ã„ãªã„ã‘ã©å˜ã«è¦‹ãŸç›®ã®è‰¯ã„グラフを作りãŸã„ã¨ã„ã†äººã®è¦æœ›ã«ã‚‚ç°¡å˜ã«ç”ãˆã¦ãã‚Œã¾ã™ã€‚å¯è¦–化ã®ãŠä½œæ³•çš„ã«ã‚‚見ãŸç›®çš„ã«ã‚‚ã ã„ãŸã„å‹æ‰‹ã«ã„ã„æ„Ÿã˜ã«ã—ã¦ãれる手軽ã•ãŒå£²ã‚Šã®seabornã§ã™ãŒã€ã¨ãã«ã¯è‡ªåˆ†ã§èª¿æ•´ã—ãŸããªã‚‹ã¨ãã‚‚ã‚ã‚Šã¾ã™ã€‚matplotlibã ã¨é¢å€’ãªèª¿æ•´ã‚’手軽ã«ã‚„ã£ã¦ãれるseabornらã—ã„メソッドã§è§£æ±ºã§ãã‚‹ãªã‚‰ã„ã„ã®ã§ã™ãŒã€ãŸã¾ã«seabornã®ãƒ™ãƒ¼ã‚¹ã§ã‚
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