ml-theonion
所属分类：模式识别(视觉/语音等)
开发工具：Python
文件大小：915KB
下载次数：0
上传日期：2019-02-03 03:58:37
上 传 者：
sh-1993
说明： 洋葱的自然语言处理。头条新闻生成和CNN的讽刺性头条新闻预测。
(Natural Language Processing of The Onion. Headline generation and predicting satirical headlines with a CNN.)
文件列表:
bbctweets.txt (378571, 2019-02-03)
blazetweets.txt (290048, 2019-02-03)
economisttweets.txt (410689, 2019-02-03)
notsatire.txt (759173, 2019-02-03)
onionMarkov.py (3588, 2019-02-03)
oniontweets.txt (370712, 2019-02-03)
peeledonion.txt (216036, 2019-02-03)
# ml-theonion
Final Machine Learning Project | NLP of the Onion.
Read about this project at https://medium.com/@murphystude/can-computers-learn-to-be-funny-e184c340d772
# Libraries Used
- Tensorflow + TensorBoard
- Sci Kit Learn
- NLTK
- Numpy
# Resources Used
- CNN Text Classification implementation using TensorFlow
https://github.com/dennybritz/cnn-text-classification-tf
- CNN Text Classification tutorial
http://www.wildml.com/2015/12/implementing-a-cnn-for-text-classification-in-tensorflow/
- All My Tweets online web-scraping tool
https://www.allmytweets.net/
- Topic Modeling with SciKitLearn tutorial
https://medium.com/mlreview/topic-modeling-with-scikit-learn-e80d33668730
- Tensorflow documentation
https://www.tensorflow.org/guide/graph_viz
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