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项目作者： mtzmonica

项目描述 ：
Basic text analytics demo using Gutenberg Project data.
高级语言： Python
项目地址: git://github.com/mtzmonica/Text-Analytics-Demo.git
创建时间： 2017-03-07T04:31:50Z
项目社区：https://github.com/mtzmonica/Text-Analytics-Demo
开源协议：
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Text Analytics I

Implementation of various basic text analytics techniques and algorithms.

Implemented Techniques/Algorithms:

  • Data Scraping
  • Normalization/Preprocessing
    • Tokenization
  • Vectorization: Feature Extraction
    • Bag of Words
    • TF-IDF
      • Unsupervised Learning:
    • Document Similarity
      • Cosine Similarity
    • Document Clustering Algorithms
      • Supervised Learning:
    • Classification Algorithms

Visualizations

  • Word Clouds - simple term freq distribution of using NLTK and Word_Cloud library. (data: Gutenberg Project)