https://github.com/mo-ouail-ocf/nlp-projects

- I share in this repository my NLP personal projects that I am working on mainly in NLP
https://github.com/mo-ouail-ocf/nlp-projects

deep-learning machine-translation nlp pytorch tranformers

Last synced: about 5 hours ago
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- I share in this repository my NLP personal projects that I am working on mainly in NLP

• Host: GitHub
• URL: https://github.com/mo-ouail-ocf/nlp-projects
• Owner: Mo-Ouail-Ocf
• Created: 2024-08-26T19:31:28.000Z (about 1 month ago)
• Default Branch: main
• Last Pushed: 2024-08-30T10:35:10.000Z (28 days ago)
• Last Synced: 2024-09-26T20:03:26.548Z (about 5 hours ago)
• Topics: deep-learning, machine-translation, nlp, pytorch, tranformers
• Language: Python
• Homepage:
• Size: 23.4 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: readme.md

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README

        
# AI Projects: Natural Language Processing (NLP)

Welcome to my repository of personal AI projects! Here, I share the work I'm doing in the field of Natural Language Processing (NLP).

## Contents

### NLP Projects

- These projects explore different algorithms and models across various NLP tasks.

- I experiment with methods ranging from building Transformers from scratch to fine-tuning pre-trained models.

- The projects include implementations of:

  - Transformer Models (built from scratch)

  - Fine-Tuning Pre-Trained Models

  - Sentiment Analysis

  - Named Entity Recognition (NER)

  - Text Classification

  - And many more NLP tasks

## How to Run the Code

### On Local Machine

If you have a CUDA-powered machine and want to run the projects locally, follow these steps:

#### Windows

```batch

conda env create -f env.yml -n nlp_projects_env

conda activate nlp_projects_env

```

### Notice

- Make sure you have Conda installed.

- The projects are compatible with Python 3.11.

## References

Here are some of the resources that have helped me on my journey:

- **[Umar Jamil AI YouTube Channel](https://www.youtube.com/@umarjamilai)**

  - Description: This channel is a great resource for building and understanding Transformers from scratch and diving into research papers. Highly recommended for deepening your knowledge of NLP.

- **[Transformers for Natural Language Processing and Computer Vision](https://www.packtpub.com/en-us/product/transformers-for-natural-language-processing-and-computer-vision-9781805128724)**

  - Description: This book provides comprehensive coverage of Transformers, combining practical implementations with theoretical insights. It's a valuable resource for both NLP and computer vision projects.

## Final Word

I hope this repository helps you with your personal projects. Feel free to contact me on my social accounts to discuss AI and share ideas!

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