- 了解Python编程（Python 2.7/3.3+）
- 大致了解Python库
在Python机器学习中，文本摘要功能可以读取输入文本并生成文本摘要。这个功能可以从命令行或从Python API / 库中获得。一个令人兴奋的应用是执行摘要的快速创建；这对在做报告和演讲前需要审阅大量文本数据的组织特别有用。
在这一由讲师引导的现场培训中，学员将学习使用Python创建一个简单的可自动生成输入文本摘要的应用程序。
在本次培训结束后，学员将能够：
- 使用一个命令行工具来总结文本。
- 使用Python库设计和创建文本摘要代码。
- 评估三个Python摘要库：sumy 0.7.0、psisummarization 1.0.4、readless 1.0.17
受众
- 开发人员
- 数据科学家
课程形式
- 部分讲座、部分讨论、练习和大量实操
用Python进行文本摘要的简介
- 将示例文本与自动生成的摘要进行比较
- 安装sumy（一个可执行文本摘要的Python命令行）
- 把sumy作为命令行文本摘要工具使用（动手练习）
基于所记录的功能来评估三个Python摘要库：sumy 0.7.0、psisummarization 1.0.4、readless 1.0.17
选择一个库：sumy、pysummarization 或 readless
在Python 2.7/3.3+上使用sumy库创建一个Python应用程序
- 为文本摘要安装sumy库
- 在sumy库中使用Edmundson（Extraction，提取）方法
摘要
- 创建简单的Python测试代码来使用sumy库生成文本摘要
在Python 2.7/3.3+上使用pysummarization库创建一个Python应用程序
- 为文本摘要安装pysummarization库
- 为文字摘要使用pysummarization库
- 创建简单的Python测试代码来使用pysummarization库生成文本摘要
在Python 2.7/3.3+上使用readless库创建一个Python应用程序
- 为文本摘要安装readless库
- 为文字摘要使用readless库
创建简单的Python测试代码来使用readless库生成文本摘要
故障排除和调试
结束语
United Arab Emirates - Text Summarization with Python
Qatar - Text Summarization with Python
Egypt - Text Summarization with Python
Saudi Arabia - Text Summarization with Python
South Africa - Text Summarization with Python
Brasil - Text Summarization with Python
Canada - Text Summarization with Python
香港 - Text Summarization with Python
澳門 - Text Summarization with Python
台灣 - Text Summarization with Python
USA - Text Summarization with Python
Österreich - Text Summarization with Python
Schweiz - Text Summarization with Python
Deutschland - Text Summarization with Python
Czech Republic - Text Summarization with Python
Denmark - Text Summarization with Python
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Finland - Text Summarization with Python
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Magyarország - Text Summarization with Python
Ireland - Text Summarization with Python
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Latvia - Text Summarization with Python
España - Resumen de texto con Python
Italia - Text Summarization with Python
Lithuania - Text Summarization with Python
Nederland - Text Summarization with Python
Norway - Text Summarization with Python
Portugal - Text Summarization with Python
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Sverige - Text Summarization with Python
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Malta - Text Summarization with Python
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日本 - Text Summarization with Python
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Malaysia - Text Summarization with Python
New Zealand - Text Summarization with Python
Philippines - Text Summarization with Python
Singapore - Text Summarization with Python
Thailand - Text Summarization with Python
Vietnam - Text Summarization with Python
India - Text Summarization with Python
Argentina - Resumen de texto con Python
Chile - Resumen de texto con Python
Costa Rica - Resumen de texto con Python
Ecuador - Resumen de texto con Python
Guatemala - Resumen de texto con Python
Colombia - Resumen de texto con Python
México - Resumen de texto con Python
Panama - Resumen de texto con Python
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Venezuela - Resumen de texto con Python
Polska - Text Summarization with Python
United Kingdom - Text Summarization with Python
South Korea - Text Summarization with Python
Pakistan - Text Summarization with Python
Sri Lanka - Text Summarization with Python
Bulgaria - Text Summarization with Python
Bolivia - Resumen de texto con Python
Indonesia - Text Summarization with Python
Kazakhstan - Text Summarization with Python
Moldova - Text Summarization with Python
Morocco - Text Summarization with Python
Tunisia - Text Summarization with Python
Kuwait - Text Summarization with Python
Oman - Text Summarization with Python
Slovakia - Text Summarization with Python
Kenya - Text Summarization with Python
Nigeria - Text Summarization with Python
Botswana - Text Summarization with Python
Slovenia - Text Summarization with Python
Croatia - Text Summarization with Python
Serbia - Text Summarization with Python
Bhutan - Text Summarization with Python