[B! NLP] headless_pastaã®ãƒ–ãƒƒã‚¯ãƒžãƒ¼ã‚¯

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headless_pasta 2018/12/19
NLP
ãƒªãƒ³ã‚¯
ã€Œèµ¤ã®ä»–äººã€ã®å¯¾ç¾©èªžã¯ã€Œç™½ã„æ‹äººã€ ã“ã‚Œã‚’è‡ªå‹•ç”Ÿæˆã—ãŸã„ç‰©èªž - Qiita
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headless_pasta 2018/05/07
è©¦è¡ŒéŒ¯èª¤ãã‚ã„ãŒè¦‹ã‚Œã¦é¢ç™½ã„ / ã“ã‚Œå¥½ãï½— "ã‚¦ã‚µã‚®ã¯å¯‚ã—ã„ã¨æ»ã¬ â‡” ã‚«ã‚¨ãƒ«ã¯è¾›ã„ã¨çµ¶ãˆã‚‹" "ç¾ŠãŸã¡ã®æ²ˆé»™ â‡” é¶é”ã®é©šæ„•"

NLP
ãƒªãƒ³ã‚¯
ã‚µãƒ–ã‚«ãƒ«ã®ãŸã‚ã®word2vec | BLOG - DeNA Engineering
ã¯ã˜ã‚ã« AIã‚·ã‚¹ãƒ†ãƒ éƒ¨AIç ”ç©¶é–‹ç™ºã‚°ãƒ«ãƒ¼ãƒ— ã‚¢ãƒ«ãƒã‚¤ãƒˆã®äº”ååµã§ã™ã€‚ï¼ˆ @bonprosoft, ãƒãƒ¼ãƒˆãƒ•ã‚©ãƒªã‚ªï¼šhttp://vbcpp.net/about/ ï¼‰ ç¾åœ¨ã€æ±åŒ—å¤§å¦å¤§å¦é™¢ã®ä¿®å£«1å¹´ã§ã€å¤§å¦é™¢ã§ã¯ï¼ˆè‡ªç„¶è¨€èªžã§ã¯ãªãï¼‰é«˜é€Ÿãªæ–‡å—åˆ—å‡¦ç†ã‚¢ãƒ«ã‚´ãƒªã‚ºãƒ ã«é–¢ã™ã‚‹ç ”ç©¶ã‚’è¡Œã£ã¦ã„ã¾ã™ã€‚ ç§ã¯2017å¹´9æœˆä¸Šæ—¬ã‹ã‚‰3é€±é–“ã»ã©ã€ã‚¢ãƒ«ãƒã‚¤ãƒˆå…¼ã‚¤ãƒ³ã‚¿ãƒ¼ãƒ³ã¨ã—ã¦ãƒãƒƒã‚«ãƒ‰ãƒ¼ãƒ«ãƒãƒ¼ãƒ å†…ã®NLPã®ã‚¿ã‚¹ã‚¯ã«å–ã‚Šçµ„ã‚“ã§ã„ã¾ã—ãŸã€‚ ãã®å¾Œã¯ã‚¢ãƒ«ãƒã‚¤ãƒˆã¨ã—ã¦ã€æœŸé–“ä¸ã«ã§ããªã‹ã£ãŸè¿½åŠ å®Ÿé¨“ã¨å®Ÿéš›ã®è£½å“ã¸ã®é©ç”¨ã«å–ã‚Šçµ„ã‚“ã§ã„ã¾ã™ã€‚ å–ã‚Šçµ„ã‚“ã ã‚¿ã‚¹ã‚¯ çªç„¶ã§ã™ãŒã€ã¿ãªã•ã¾ã€ãƒãƒƒã‚«ãƒ‰ãƒ¼ãƒ«ã¯ã‚¤ãƒ³ã‚¹ãƒˆãƒ¼ãƒ«ã•ã‚Œã¦ã„ã¾ã™ã‹ï¼Ÿ ãƒãƒƒã‚«ãƒ‰ãƒ¼ãƒ«ã¯ã€ä¸»ã«ã‚µãƒ–ã‚«ãƒ«ãƒãƒ£ãƒ¼ã«é–¢ã™ã‚‹è¨˜äº‹ã«ç‰¹åŒ–ã—ãŸã€ãƒ‹ãƒ¥ãƒ¼ã‚¹ã‚¢ãƒ—ãƒªã‚±ãƒ¼ã‚·ãƒ§ãƒ³ã§ã™ã€‚ ã‚¢ãƒ—ãƒªã‚±ãƒ¼ã‚·ãƒ§ãƒ³å†…ã®ãƒ¦ãƒ¼ã‚¶ãƒ¼ã®ã‚¯ãƒªãƒƒã‚¯ã‚„ã€Œãƒ›ã‚·ã‚¤/ã‚¤ãƒ©ãƒŠã‚¤ã€ãªã©ã®ã‚¢ã‚¯ã‚·ãƒ§ãƒ³ã‚’é€šã—ã¦ã€ãƒãƒƒã‚«ãƒ‰ãƒ¼ãƒ«ãŒãƒ¦ãƒ¼ã‚¶ãƒ¼ã®å¥½ã¿
headless_pasta 2018/01/15
NLP

machinelearning
ãƒªãƒ³ã‚¯
ã•ã‚‰ãªã‚‹ Naive Bayes: ä¸å‡è¡¡ãƒ‡ãƒ¼ã‚¿ã«å¯¾ã™ã‚‹ UniversalSetNB ã¨ SelectiveNB ã®ç´¹ä»‹ - Debug me
ã¡ã‚ƒãŠâ€¦â€¦â€ ã¾ã„ãŠã‚Šâ€¦â€¦â€ ã“ã¡ã‚‰ã®è¨˜äº‹ã¯æ©Ÿæ¢°å¦ç¿’ã¨æ•°å¦ Advent Calendar 2017ã®23æ—¥ç›®ã®è¨˜äº‹ã¨ãªã‚Šã¾ã™ã€‚ qiita.com ä»¥å‰ã€Naive Bayesã¨Complement Naive Bayes, Negation Naive Bayesã§ã®å¤šã‚¯ãƒ©ã‚¹åˆ†é¡žã‚’æ¯”è¼ƒã—ã¾ã—ãŸã€‚ä»Šå›žã‚‚åˆ¥ã®Naive Bayesäºœç¨®ã§ã®å¤šã‚¯ãƒ©ã‚¹åˆ†é¡žã‚’ã¿ã¦ã„ã“ã†ã¨æ€ã„ã¾ã™ã€‚ãªãŠå¤šã‚¯ãƒ©ã‚¹åˆ†é¡žã¨ã¯ã€æ–‡æ›¸ $d$ ãŒã©ã®ã‚¯ãƒ©ã‚¹ $c$ ã«å±žã—ã¦ã„ã‚‹ã‹ã‚’æ±‚ã‚ã‚‹ã“ã¨ã§ã™ã€‚ ãã‚Œãžã‚Œã®æ‰‹æ³• Naive Bayes Naive Bayesã«ã‚ˆã‚‹å¤šã‚¯ãƒ©ã‚¹åˆ†é¡žã§ã¯ã€ãƒ™ã‚¤ã‚ºã®å®šç†ã‚’é©ç”¨ã—ãŸäº‹å¾Œç¢ºçŽ‡ $\Pr(c|d)$ ãŒæœ€å¤§ã¨ãªã‚‹ã‚¯ãƒ©ã‚¹ $ \tilde{c}$ ã‚’æ±‚ã‚ã¾ã™ã€‚ãŸã ã€$\Pr(d|c)$ ã‚’ç›´æŽ¥æŽ¨å®šã™ã‚‹ã®ã¯é›£ã—ã„ã®ã§ã€æ–‡æ›¸ $d$ ã‚’æ–‡æ›¸ $d$ ã«å«ã¾ã‚Œã‚‹å˜èªžåˆ— $ w_1, w_2, ..
headless_pasta 2017/12/25
æ‚”ã—ã„ãã‚‰ã„ãŸã‚ã«ãªã‚‹ã€‚

machine-learning

nlp

NaiveBayes
ãƒªãƒ³ã‚¯
AIã§æ–°èžç¤¾ã®æŠ±ãˆã‚‹èª²é¡Œã‚’è§£æ±º--ã‚³ãƒ¼ãƒ«ã‚»ãƒ³ã‚¿ãƒ¼ã®åŠ¹çŽ‡é«˜ã‚ã‚‹è‡ªç„¶è¨€èªžå‡¦ç†ã®ä½¿ã„æ‰€
ã¾ãšã€Answer Finderã‚’åˆ©ç”¨ã—ã€ã‚¹ã‚¿ãƒƒãƒ•å‘ã‘ã®å¿œå¯¾æ¥å‹™æ”¯æ´ã‚·ã‚¹ãƒ†ãƒ ã‚’ä½œã£ãŸã€‚ã“ã“ã§ã¯ã€äº‹å‰ã«ãŠæ‰‹æœ¬ã«ãªã‚‹ä¿¡é ¼æ€§ã®é«˜ã„å¿œç”ãƒ‡ãƒ¼ã‚¿ã‚’é›†ã‚ã€æ©Ÿæ¢°å¦ç¿’ã•ã›ã¦ã‹ã‚‰ã‚¹ãƒ¼ãƒ‘ãƒ¼ãƒã‚¤ã‚¶ãƒ¼ãŒãƒãƒ¥ãƒ¼ãƒ‹ãƒ³ã‚°ã‚’æ–½ã—ã¦ãŠãã€‚ ã“ã®ã‚·ã‚¹ãƒ†ãƒ ã«å¯¾ã—ã¦ã‚¹ã‚¿ãƒƒãƒ•ãŒå•ã„åˆã‚ã›å†…å®¹ã‚’å…¥åŠ›ã™ã‚‹ã¨ã€é©åˆ‡ã¨æ€ã‚ã‚Œã‚‹å›žç”å€™è£œãŒè¡¨ç¤ºã•ã‚Œã‚‹ä»•çµ„ã¿ã ã€‚ã“ã‚Œã«ã‚ˆã‚Šã€å°Žå…¥å‰ã«å¹³å‡7åˆ†ã‹ã‹ã£ã¦ã„ãŸå¿œå¯¾æ™‚é–“ã‚’2åˆ†ã«çŸç¸®ã—ãŸã€‚ã†ã¾ããƒ–ãƒ©ãƒƒã‚·ãƒ¥ã‚¢ãƒƒãƒ—ã™ã‚Œã°ã€å•ã„åˆã‚ã›ã™ã‚‹äººãŒã‚¢ã‚¯ã‚»ã‚¹ã—ã¦å›žç”ã‚’ç›´æŽ¥å¾—ã‚‹ã¨ã„ã†ã€å•ã„åˆã‚ã›ã®ã‚»ãƒ«ãƒ•ã‚µãƒ¼ãƒ“ã‚¹ã‚·ã‚¹ãƒ†ãƒ ã‚‚æ§‹ç¯‰ã§ãã‚‹ã¨ã„ã†ã€‚ VoC Analyzerã¯ã€è“„ç©ã—ãŸå¿œå¯¾ãƒ‡ãƒ¼ã‚¿ã‚’åˆ†æžã™ã‚‹ãŸã‚ã«åˆ©ç”¨ã—ãŸã€‚ä¾‹ãˆã°ã€å•ã„åˆã‚ã›å±¥æ´ã‚„ã‚¢ãƒ³ã‚±ãƒ¼ãƒˆçµæžœã€SNSãƒ‡ãƒ¼ã‚¿ãªã©ã«å¯¾ã—ã¦è‡ªç„¶è¨€èªžå‡¦ç†ã€æ·±å±¤å¦ç¿’ã€æ©Ÿæ¢°å¦ç¿’ã‚’ã‹ã‘ã‚‹ã¨ã€ã‚ãƒ¼ãƒ¯ãƒ¼ãƒ‰ã‚„æ³¨ç›®ãƒ‡ãƒ¼ã‚¿ã€é¡žä¼¼ãƒ‡ãƒ¼ã‚¿ãŒå¾—ã‚‰ã‚Œã‚‹ã€‚ã—ã‹ã‚‚ã€åˆ†æžä½œæ¥ã®æ‰‹é–“ãŒã€å¾“æ¥ã®10åˆ†ã®1ï½ž100åˆ†ã®1ã«ãª
headless_pasta 2017/03/13
machinelearning

NLP
ãƒªãƒ³ã‚¯
Googleã‚¯ãƒ©ã‚¦ãƒ‰è‡ªç„¶è¨€èªžAPIã‚’ä½¿ã£ã¦ã¿ãŸ - Qiita
{ "entities": [ { "salience": 0.26294392, "mentions": [ { "text": { "content": "èªž", "beginOffset": 51 }, "type": "COMMON" }, { "text": { "content": "èªž", "beginOffset": 63 }, "type": "COMMON" }, { "text": { "content": "èªž", "beginOffset": 81 }, "type": "COMMON" } ], "type": "OTHER", "name": "èªž", "metadata": {} }, { "salience": 0.16206388, "mentions": [ { "text": { "content": "Google", "beginOffset":
headless_pasta 2016/07/23
NLP
ãƒªãƒ³ã‚¯
Scikit learnã§å¦ã¶æ©Ÿæ¢°å¦ç¿’å…¥é–€
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headless_pasta 2015/10/02
NLP

machinelearning

python
ãƒªãƒ³ã‚¯
TinySummarizer
æ¦‚è¦ TinySummarizer ã¯è‡ªå‹•è¦ç´„ãƒ—ãƒã‚°ãƒ©ãƒ ã§ã™ã€‚ è©³ã—ãã¯ README.md ã‚’ã”è¦§ãã ã•ã„ã€‚ ç‰¹å¾´ TinySummarizer ã¯è‡ªå‹•è¦ç´„ãƒ—ãƒã‚°ãƒ©ãƒ Shuca ã‚’ JavaScript ã«ç§»æ¤ã—ãŸã‚‚ã®ã§ã™ã€‚ HTML æ–‡æ›¸ãªã©ã‹ã‚‰æœ¬æ–‡æŠ½å‡ºã•ã‚ŒãŸãƒ†ã‚ã‚¹ãƒˆã‚’å¯¾è±¡ã«è¦ç´„ã‚’è¡Œã†ã“ã¨ã‚’æƒ³å®šã—ã¦ã„ã¾ã™ã€‚ãã®ãŸã‚ã€ Shuca ã¨ã¯ç•°ãªã‚Šã€æ§˜ã€…ãªæ–‡æ›¸ãƒ‰ãƒ¡ã‚¤ãƒ³ã«ãŠã„ã¦æ¯”è¼ƒçš„é ‘å¥ã§ã‚ã‚‹ã¨æ€ã‚ã‚Œã‚‹å˜èªžé »åº¦ã®ã¿ã‚’ç”¨ã„ã¦é‡è¦æ–‡ã®æŠ½å‡ºã‚’è¡Œã£ã¦ã„ã¾ã™ã€‚ TinySegmenter ã«ã‚ˆã‚‹å‰å‡¦ç†ã‚’æƒ³å®šã—ã¦ã„ã‚‹ãŸã‚ã€å“è©žã«ã‚ˆã‚‹å†…å®¹èªžã¨æ©Ÿèƒ½èªžã®é¸åˆ¥ã‚’è¡Œã£ã¦ãŠã‚‰ãšã€å†…éƒ¨ã«ä¿æŒã—ãŸã‚¹ãƒˆãƒƒãƒ—ãƒ»ãƒ¯ãƒ¼ãƒ‰ã®ãƒªã‚¹ãƒˆã«åŸºã¥ã„ã¦é‡è¦æ–‡ã®æŠ½å‡ºã«åˆ©ç”¨ã™ã‚‹å˜èªžã®é¸åˆ¥ã‚’è¡Œã„ã¾ã™ã€‚ TinySegmenter ã¨ TinySummarizer ã«ã‚ˆã£ã¦å®Œå…¨ã«ã‚¯ãƒ©ã‚¤ã‚¢ãƒ³ãƒˆãƒ»ã‚µã‚¤ãƒ‰ã®ã¿ã§è‡ªå‹•è¦ç´„å‡¦ç†ãŒå¯èƒ½ã§ã™ï¿½ã€‚ æ–‡åˆ†å‰²ç”¨ã«ç°¡å˜ãªæ–‡
headless_pasta 2015/09/28
"TinySummarizer ã¯è‡ªå‹•è¦ç´„ãƒ—ãƒã‚°ãƒ©ãƒ Shuca ã‚’ JavaScript ã«ç§»æ¤ã—ãŸã‚‚ã®ã§ã™ã€‚"

javascript

nlp
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headless_pasta 2015/08/12
NLP

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headless_pasta 2015/02/24
deep learning

NLP
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headless_pasta 2015/01/20
MeCab

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NLP
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headless_pasta 2011/11/26
NLP

textmining
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