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Python Arabic Tweets sentiment classifier (85% score)

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Among what the code include:

  • (~ 1955 Arabic text Tweets)

  • Tweet Pre-Processing function (Unicode blocks range method included).

  • Naïve Bays Implementation ( including Log Prior, n_gram, undercount filter, scaler, polynomial features, and up to (9) classifiers for training comparison)

  • Tensorflow approach (up to (11) activation functions and (7) optimizers for training comparison)

  • Count Vectorizer approach (Also multiple classifiers for training review)

  • Data pipeline Implementation


# code is ready on google Colab and all need files are linked to the cloud (Github)

License type: "1 paid end product". Read more.
By Mazintaha19
Python Nlp Sentimentanalysis Arabic
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