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I have implemented Multi Layer Perceptron model to learn and predict the sentiment of sentence written in Azerbaijani. In order to perform this sentiment task, we use a mixture of baseline machine learning models and deep learning models to learn and predict the sentiment of binary reviews.

License: MIT License

Python 1.95% CSS 83.99% JavaScript 11.48% HTML 2.58%
sentiment-analyzer flask-application azerbaijani-sentences azerbaijani

sentiment-analyzer-for-azerbaijani-sentences.'s Introduction

Hi there ๐Ÿ‘‹

I am a multifaceted, AWS and Google Certified Machine Learning Engineer with 3+ years of programming experience producing machine learning solutions based on predictive modeling. Proficient with ML technologies for development, deployment of ML algorithms, entire training and inference pipelines.

More: www.nijatzeynalov.com

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sentiment-analyzer-for-azerbaijani-sentences.'s Issues

UnpicklingError: invalid load key, 'H'

I have tried to test this repo but got this error

Traceback (most recent call last):
  File "/Users/sananguliyev/projects/SENTIMENT-ANALYZER-FOR-AZERBAIJANI-SENTENCES./flask_build.py", line 5, in <module>
    model = pickle.load(open('sent_azerbaijani.pkl', 'rb'))
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
_pickle.UnpicklingError: invalid load key, 'H'.

It would be perfect if we could add requirenments.txt file to make dependency install easier for other people.

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