aliosama8399/egypt-library

# Egypt-Library Books Multi-Classification This project focuses on the multi-classification of books using various natural language processing techniques, including TF-IDF, N-Gram, Bag of Words, and a variety of classification algorithms. ## Table of Contents - Description - Features ## Description This project aims to classify books into multiple categories using advanced natural language processing (NLP) techniques. The classification methods include TF-IDF, N-Gram, Bag of Words, and various classification algorithms. The goal is to provide accurate and robust categorization of books based on their content. ## Features - Multi-classification of books into distinct categories. - Utilization of TF-IDF, N-Gram, Bag of Words for feature extraction. - Implementation of various classification algorithms for model training. - Comprehensive evaluation metrics to assess model performance.