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1. A-CNN-study-based-on-selected-deep-features-for-grapevine-leaves-classification A-CNN-study-based-on-selected-deep-features-for-grapevine-leaves-classification Public

   Jupyter Notebook 2

2. persian-literature-classifier persian-literature-classifier Public

   Persian Author Classification: A machine learning project leveraging natural language processing techniques to classify Persian texts by author. The repository contains Jupyter notebooks for both m…

   Jupyter Notebook 1

3. Text-Classification-Enhancements Text-Classification-Enhancements Public

   Enhancing Text Classification in Information Retrieval: Evaluating the effectiveness of Naive Bayes classifiers with various word embeddings (Word2Vec, GloVe, FastText) for natural language process…

   Jupyter Notebook 1

4. IR-document-ranking IR-document-ranking Public

   An information retrieval system for document ranking. Implementation and evaluation of Okapi BM25, Cosine Similarity, and Language Models for document ranking and retrieval. Includes precision-reca…

   Jupyter Notebook 2

5. IR-wildcards-and-spell-correction IR-wildcards-and-spell-correction Public

   A project for advanced Information Retrieval (IR) course for processing, indexing, and querying text data including wildcards and spell correction. This project includes data preprocessing tools, e…

   Jupyter Notebook 1

6. polyp-segmenation-unet polyp-segmenation-unet Public

   Polyp segmentation using U-Net in PyTorch. This project utilizes the Kvasir-SEG dataset to train and evaluate a deep learning model for accurate segmentation of polyps in endoscopic images.

   Jupyter Notebook 1