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Cemotion基于NLP的中文情感分析库

时间:2023-03-25 19:53:13 Python

Cemotion鏄疨ython涓嬬殑涓枃NLP搴擄紝鍙互杩涜涓枃鎯呮劅鍒嗘瀽銆侰emotion鐨勬ā鍨嬬敱寰幆绁炵粡缃戠粶璁粌锛屽畠浼氳繑鍥?鍒?涔嬮棿鐨勪腑鏂囨枃鏈儏鎰熷€惧悜缃俊搴︺€傚彲浠ユ壒閲忓垎鏋愪腑鏂囨枃鏈殑鎯呮劅锛岄儴缃插埌Linux銆丮acOS銆乄indows绛夌敓浜х幆澧冿紝鏃犻渶鍏虫敞鍐呴儴鍘熺悊銆傝妯″潡渚濊禆浜嶵ensorFlow鐜锛堜細鑷姩瀹夎锛夛紝鑰佹満鍣ㄥ彲鑳芥棤娉曡繍琛屻€傚畨瑁呮柟娉?銆佽繘鍏ュ懡浠ょ獥鍙o紝鍒涘缓铏氭嫙鐜锛孡inux鍜孧acOS渚濇杈撳叆浠ヤ笅鍛戒护锛歱ython3-mvenvvenv#鍒涘缓铏氭嫙鐜銆倂env/bin/activate#婵€娲昏櫄鎷熺幆澧冮檮锛欰ppleSilicon瀹夎鏂规硶AppleSilicon璇峰弬鑰僪ttps://pypi.org/project/Cemotion-apple/鏈枃妗e畨瑁匴indows锛歱ython-mvenvvenv#鍒涘缓铏氭嫙鐜venvScriptsactivate#婵€娲昏櫄鎷熺幆澧?.瀹夎cemotion搴擄紝杈撳叆pipinstall--upgradepippipinstallcemotion浣跨敤鏂规硶#AnalyzebytextstringfromcemotionimportCemotionstr_text1='椤跺眰閰嶇疆锛屼笉瑙i噴锛屽悇鏂归潰鐨勬墜鏈哄緢瀹岀編'str_text2='鍦ㄧ數褰遍櫌鐪嬬數褰辫繖涔堝骞达紝杩樻槸绗竴娆$湅鐢靛奖鐫$潃浜嗐€傜畝鐩存槸鏈夊彶浠ユ潵鏈€澶х殑鐑傜墖锛佹病鏈変竴涓紒渚颈鏅哄晢锛佸ぇ瀹跺皬蹇冿紒涓嶈琚剼寮勪簡锛佹案杩滀笉瑕佸啀鐪嬶紒'c=Cemotion()print('"',str_text1,'"n','棰勬祴鍊?{:6f}'.format(c.predict(str_text1)),'n')print('"',str_text2,'"n','棰勬祴鍊?{:6f}'.format(c.predict(str_text2)),'n')#杩斿洖鍐呭锛堣妯″潡杩斿洖杩欏彞璇濈殑鎯呮劅缃俊搴︼紝鍙栧€间粙浜?鍜孊etween1):textmode銆婇《绾ч厤缃紝涓嶈В閲婏紝鎵嬫満鍚勬柟闈㈤兘寰堝畬缇庛€嬮娴嬪€硷細0.999931textmode鐢靛奖闄㈢湅鐢靛奖杩欎箞澶氬勾锛岀涓€娆$潯鐫€鐪嬩竴閮ㄧ數褰便€傜畝鐩存槸鏈夊彶浠ユ潵鏈€澶х殑鐑傜墖锛佹病鏈変竴涓紒渚颈鏅哄晢锛佸ぇ瀹跺皬蹇冿紒涓嶈琚剼寮勪簡锛佹案杩滀笉瑕佸啀鐪嬶紒"棰勬祴鍊硷細0.000001#浣跨敤鍒楄〃杩涜鎵归噺鍒嗘瀽fromcemotionimportCemotionlist_text=['鍐呴グ鎸哄勾杞荤殑锛岃川鎰熺湅鐫€杩樹笉閿欙紝濂藉儚鏈敯杞﹂兘鏈夌偣鐩镐技锛岄珮绾ф劅鍗佽冻锛?,'鎬昏€岃█涔嬶紝鏄竴瀹舵案杩滀笉浼氬啀鍘荤殑搴椼€?]c=Cemotion()print(c.predict(list_text))#杩斿洖鍐呭锛堣妯″潡杩斿洖鍒楄〃涓瘡鍙ヨ瘽鐨勬儏鎰熺疆淇″害锛屽€间负between0and1):listmode[['鍐呴グ鎸哄勾杞荤殑锛岃川鎰熺湅鐫€杩樹笉閿欙紝濂藉儚鏈敯杞﹂兘鏈夌偣鐩镐技锛岄珮绾ф劅鍗佽冻锛?,0.999907],['鎬讳箣锛屾槸鎴戜笉浼氬啀鍘荤殑搴椾簡銆?,0.049015]]濡傛灉杩欎釜妯″潡瀵逛綘鏈夊府鍔╋紝璋㈣阿Star馃檹锛乬ithub閾炬帴https://github.com/Cyber鈥嬧€媌olt/Cemotion瀹樼綉https://www.cyberlight.xyz/