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Text classifier using word vectorization and logistic regression.

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sharanyakamath/Toxic-Message-Classifier

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dataset

dataset

 
 

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pickled_models

 
 

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static

 
 

templates

templates

 
 

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uploads

 
 

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README.md

README.md

 
 

link_extract.py

link_extract.py

 
 

model.py

model.py

 
 

scraped.html

scraped.html

 
 

server.py

server.py

 
 

sp_recog.py

sp_recog.py

 
 

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Toxic-Message-Classifier

Requirements

  • Flask
  • Pickle
  • Pandas
  • Numpy
  • Scikit Learn
  • bs4
  • SpeechRecognition, pyaudio

How to run

$ python server.py

Visit http://localhost:5000 on a web browser.

About

Text classifier using word vectorization and logistic regression.

Topics

flask nlp-machine-learning google-speech-recognition

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  • HTML 90.8%
  • Python 9.2%