https://github.com/yassin522/text-classification-and-sequence-labelling

Arabic Text Classification and Sequence Labeling
https://github.com/yassin522/text-classification-and-sequence-labelling

arabic-nlp cnn data-visualization dataanalysis datapreprocessing jupyter-notebook lstm python sequence-labeling text-classification

Last synced: 9 months ago
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Arabic Text Classification and Sequence Labeling

• Host: GitHub
• URL: https://github.com/yassin522/text-classification-and-sequence-labelling
• Owner: Yassin522
• Created: 2024-01-16T12:43:31.000Z (almost 2 years ago)
• Default Branch: main
• Last Pushed: 2024-01-17T10:46:54.000Z (almost 2 years ago)
• Last Synced: 2024-04-20T13:44:18.632Z (over 1 year ago)
• Topics: arabic-nlp, cnn, data-visualization, dataanalysis, datapreprocessing, jupyter-notebook, lstm, python, sequence-labeling, text-classification
• Language: Jupyter Notebook
• Homepage:
• Size: 2.16 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Text-Classification-and-Sequence-Labeling

This repository provides a collection of Python scripts for Arabic text classification and sequence labelling tasks. It includes a variety of models, including Naive Bayes and Logistic Regression as well as neural network models such as LSTMs and CNNs. The repository also includes a number of datasets for text classification and sequence labelling.

## Installation

1. Clone the repository:

   ```

   https://github.com/Yassin522/Text-Classification-and-Sequence-Labelling

   ```

2. Navigate to the app directory:

   ```

   cd Text-Classification-and-Sequence-Labelling

   ```

![_a4a12921-fb44-49ef-8133-67d2c99fd2bd](https://github.com/Yassin522/Text-Classification-and-Sequence-Labelling/assets/88105077/3b2721da-2df0-4f2f-a736-a1cf9f3a76d5)