Course Outline
Introduction to Text Summarization with Python
- Comparing sample text with auto-generated summaries.
- Installing sumy (a Python Command-Line Executable for Text Summarization).
- Using sumy as a Command-Line Text Summarization Utility (Hands-On Exercise).
Evaluating three Python summarization libraries: sumy 0.7.0, pysummarization 1.0.4, and readless 1.0.17 based on documented features.
Choosing a library: sumy, pysummarization, or readless.
Creating a Python application using the sumy library on Python 2.7/3.3+.
- Installing the sumy library for Text Summarization.
- Using the Edmundson (Extraction) method in the sumy Python Library for Text.
Creating simple Python test code that utilizes the sumy library to generate a text summary.
Creating a Python application using the pysummarization library on Python 2.7/3.3+.
- Installing the pysummarization library for Text Summarization.
- Using the pysummarization library for Text Summarization.
- Creating simple Python test code that utilizes the pysummarization library to generate a text summary.
Creating a Python application using the readless library on Python 2.7/3.3+.
- Installing the readless library for Text Summarization.
- Using the readless library for Text Summarization.
Creating simple Python test code that utilizes the readless library to generate a text summary.
Troubleshooting and debugging.
Closing Remarks.
Requirements
- A solid understanding of Python programming (Python 2.7/3.3+).
- General knowledge of Python libraries.
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