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persian-sentiment-analyzer's Introduction

*under construction (but still usable)

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Persian Sentiment Analyzer

LSTM Sentiment analysis for Persian text

Persian sentiment analysis ( آناکاوی سهش های فارسی | تحلیل احساسات فارسی ) is a simple ready to use project that use Python to create the model and Also it's include a very good IPython Tutorial to know what happend from base step by step. also for people who only want to use model there is release version and some snpippt in Javascript (ReactJs in this case), C# (dotNet core) and any programming language who can use TensorFlow models.





Tutorial

step by step guide through Persian sentiment analysis

if you don't know where to start or maybe want to quickly test this project from start to end then use this tutorial I prepared just for you!

Open In Colab






Screenshot from Tutorial Screenshot from Tutorial

Screenshot from Tutorial in Google Colab (Thanks Google).

how to use it in my product ?







ToDoList

  • using Fasttext
  • using LSTM
  • Ready to use Word embedding and Tensorflow for javascript, python, c# 😋
  • Better Word embedding
  • Attention based model 😎
  • Better dataset (this one is horrible 😂)

you can see the PDF file of this project here:

enter image description here

سپاس گذارم

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persian-sentiment-analyzer's Issues

utf-8 codec error

Hi
at the first I encourage you for this useful code

I have a problem in loading csv file
your file is OK but when i want to load my csv file I have this kind of error:

image

I think this comes from the way I save xlsx file to csv >> I used CSV (Comma delimited) option and utf-8 for encoding in web option tool .

image

Am I right if not so which way do you use to creat csv file?

thanks in advanecd

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