data set

Arabic text classification

cleanig arabic data set using:

remove Punctuation using re library in python by making special function yo do that
remove stop words by using two different way:
- using !pip install arabic-stopwords
- using external file of stop words (https://github.com/shimaa83/arabic-stop-words)\
remove diacritization using camel library (pip install camel-tools)
making normalization using camel library
classification using classic machine learning
first convert words TfidfTransformer and then apply some algorithms

Name		Name	Last commit message	Last commit date
Latest commit History 9 Commits
README.md		README.md
arabic_classification_2.ipynb		arabic_classification_2.ipynb
arabic_cloud_word.ipynb		arabic_cloud_word.ipynb
arabic_text_classification.ipynb		arabic_text_classification.ipynb
cleaning_arabic_dataset.ipynb		cleaning_arabic_dataset.ipynb