ResumeRise:用于分类和汇总简历的NLP工具

上传者: 42134054 | 上传时间: 2022-10-05 15:44:09 | 文件大小: 8.42MB | 文件类型: ZIP
恢复上升 简历解析器和摘要器工具可对简历进行分类,并根据用户要求对简历进行排名。 数据集 包含1000个以csv格式标记的简历(根据特定简历所属的主要类别/类别进行标记)。 我们将使用此csv格式的简历数据集来训练我们的模型以进行分类。 然后,我们的模型应该能够处理任何看不见的简历。 参考文件: Utils / Analysis.ipynb :数据清理+预处理+可视化+见解 Utils / Summarize.ipynb :恢复汇总算法 Utils / pdftotext.ipynb :使用pdfminer将odf转换为文本 Utils / Modelling.ipynb :主文件+代表性更改+培训+模型比较+测试 Utils / naive_bayes.ipynb :多项朴素贝叶斯实现 Utils / svm.ipynb :svm实现 Utils / clean_data1.csv :

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