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This repository showcases various NLP projects and implementations. It includes practical applications, algorithms, and experiments in natural language processing, demonstrating techniques in text analysis, sentiment detection, language modeling, and more. Designed to provide insights and resources for both beginners and experienced developers.

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Natural Language Processing Projects

Welcome to the Natural Language Processing (NLP) repository! This collection highlights various projects, tools, and implementations related to NLP, showcasing the potential of machine learning and AI in understanding and processing human language.

πŸ” What Will Be Inside

In the future, this repository will include:

  • Advanced NLP techniques such as sentiment analysis, text summarization, and text classification.
  • Experiments with state-of-the-art models, including those from Hugging Face Transformers.
  • Real-world projects and case studies demonstrating NLP applications in various domains.

πŸ› οΈ Tools and Technologies

This repository will explore projects using:

  • Programming Language: Python
  • Popular NLP Libraries: NLTK, SpaCy, Hugging Face Transformers
  • Machine Learning Frameworks: Scikit-learn, TensorFlow, PyTorch
  • Additional Tools: Regex, TextBlob, and Gensim

πŸš€ Purpose

The purpose of this repository is to:

  • Share practical NLP solutions and experiments.
  • Provide examples and reusable code for developers and enthusiasts.
  • Highlight the capabilities and challenges in natural language processing.

πŸ“‚ Repository Structure

NLP-Projects/
β”‚
β”œβ”€β”€ Text_Analysis/
β”œβ”€β”€ Sentiment_Analysis/
β”œβ”€β”€ Language_Models/
β”œβ”€β”€ Text_Summarization/
β”œβ”€β”€ Text_Classification/
β”œβ”€β”€ Custom_Tools/
└── README.md

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This repository showcases various NLP projects and implementations. It includes practical applications, algorithms, and experiments in natural language processing, demonstrating techniques in text analysis, sentiment detection, language modeling, and more. Designed to provide insights and resources for both beginners and experienced developers.

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