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A simple news recommender using News API, word2vec and machine learning
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static
training
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NLP.ipynb
README.md
TestModel.ipynb
TrainModel.ipynb
feed.py
feedback.py
main.py
model.py
nlp.py
requirements.txt
stopwords.py

README.md

Alt text

Background and explanation:

Full presentation: https://www.slideshare.net/s-j/good-news-135157290

Application architecture:

Alt text

Installation and running instructions:

  1. Run: ´pip install -r requirements´.
  2. Run: ´python -m spacy download en_core_web_md-2.0.0 --direct´.
  3. Download: https://s3.amazonaws.com/dl4j-distribution/GoogleNews-vectors-negative300.bin.gz
  4. Run: ´python main.py´.
  5. Navigate to http://localhost:5000.
  6. For training, copy data from logs to training directory. Run and see jupyter notebooks.
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