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Sentiment Analysis in Japanese. sentiment_ja with JavaScript
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otodn/sentiment_ja_js
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sentiment_jaを改変して作られた、ブラウザー上で動く感情分析ライブラリです。
Code → Download ZIP → 展開
もしくは
git clone https://github.com/otodn/sentiment_ja_js.git
どちらかを実行して、コード一式を配置してください。
使用する際には、必ずonnxruntime-webを事前に読み込ませてください。
またURLが「file://～」では正常に動作しません。
usage.js
import{Analyzer}from"./src/sentimentja_onnx.js";constanalyzer=awaitAnalyzer.init("./model/");constlist_text=["final fantasy 14 超楽しい","クソゲーはつまらん","エアリスが死んで悲しい","冒険の書が消える音こわい","廃人ゲーマーのスキルすごい","ケフカキモい"];constresult=awaitanalyzer.analyze(list_text);console.log(result);
usage.html
<!DOCTYPE html><htmllang="ja"><head><title>Usage</title></head><body><scriptsrc="https://cdn.jsdelivr.net/npm/onnxruntime-web/dist/ort.min.js"></script><scripttype="module"src="./usage.js"></script></body></html>
Result
[ { "sentence": "final fantasy 14 超楽しい", "emotions": { "happy": 0.9386289119720459, "sad": 0.34736794233322144, "angry": 0.3845081925392151, "disgust": 0.34049153327941895, "surprise": 0.4474829435348511, "fear": 0.21595826745033264 } }, { "sentence": "クソゲーはつまらん", "emotions": { "happy": 0.2653350830078125, "sad": 0.3436579704284668, "angry": 0.8499109745025635, "disgust": 0.8405320048332214, "surprise": 0.26124244928359985, "fear": 0.3502708375453949 } }, { "sentence": "エアリスが死んで悲しい", "emotions": { "happy": 0.04951834678649902, "sad": 0.8946758508682251, "angry": 0.3113452196121216, "disgust": 0.5189360976219177, "surprise": 0.5028756260871887, "fear": 0.6431229710578918 } }, { "sentence": "冒険の書が消える音こわい", "emotions": { "happy": 0.0756436288356781, "sad": 0.5684623718261719, "angry": 0.38816800713539124, "disgust": 0.27659302949905396, "surprise": 0.512812077999115, "fear": 0.9093526601791382 } }, { "sentence": "廃人ゲーマーのスキルすごい", "emotions": { "happy": 0.19693389534950256, "sad": 0.17561683058738708, "angry": 0.3801153600215912, "disgust": 0.6279584169387817, "surprise": 0.8909167051315308, "fear": 0.5906315445899963 } }, { "sentence": "ケフカキモい", "emotions": { "happy": 0.1822584867477417, "sad": 0.3184907138347626, "angry": 0.6396976709365845, "disgust": 0.901584267616272, "surprise": 0.376748651266098, "fear": 0.6461198925971985 } }]このライブラリは、sugiyamathさんのsentiment_jaからモデルと設計をお借りしています。また、トークナイザーとしてBlingFireを取り込んでいます。
従って、このリポジトリはsentiment_jaとBlingFireのライセンス(MIT Licence)も適用されます。
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