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工程导论项目:弹幕裁决官(popup inquisitor)——b站弹幕情感分析

项目大致进度

11.5 完成输入bv号自动爬取弹幕

11.12 完成词语制作,进行了huggingface2情绪分析api的测试,不理想。

11.15 完成1.0版本制作,利用百度api

11.19 因未制作gui界面被老师施压,加紧进度。

11.20 进行深度学习模型的制作,尝试跑通bert的代码,失败,原因:基础不扎实,看不懂代码

11.21 进行snownlp的应用,对其中基于朴素贝叶斯的模型进行微调,失败,原因:数据集种类差距较大

11.22 进行rnn模型的调试,尝试将英文分类模型转化为中文。

11.23 进行rnn模型的调试,利用jieba库将中文数据集成功分词,并可以训练出模型。

11.24 进行rnn模型的调试,模型训练出来但是预测值永远相同,尝试找学长解决问题,失败。

11.25 gui1.0大致成功,较为简陋。

11.30 进行海报的制作,由于本身gui简陋以及对海报设计的认识较差,海报被指导老师乱喷。

12.1 海报重新制作,gui界面进一步优化。

12.4 海报基本完成,gui界面基本完成,老师难以挑出毛病。

12.5 进行数据可视化的工作

12.6 将数据可视化加入到Gui中,半成功,有一个bug,连续输入会显示前一个视频的图片。

12.7 debug 将图片的地址放进了函数中,成功。

12.12 进行ppt的制作,并进一步思考情绪分析的算法。

12.13 利用机器学习经典模型进行情感分析,(朴素贝叶斯,支持向量机,k最近邻,随机森林,决策树),成功,参考了其他小组。

12.30 进行最后答辩的排练以及ppt的最后制作。

12.31 最终答辩

结果?

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