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1. Building-Gradient-Descent-Methods-from-Scratch Building-Gradient-Descent-Methods-from-Scratch Public

   Implemented optimization algorithms, including Momentum, AdaGrad, RMSProp, and Adam, from scratch using only NumPy in Python. Implemented the Broyden-Fletcher-Goldfarb-Shanno (BFGS) optimizer and c…

   Jupyter Notebook 1

2. AirlineDW AirlineDW Public

   Data Vault model for analyzing the flight activity and reservation processes of a major airline company. Provides SQL scripts, queries, and reports for gaining insights into business operations an…

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3. Hate-Speech-Detection-on-Arabic-Tweets Hate-Speech-Detection-on-Arabic-Tweets Public

   Forked from mahmoudramadan0040/TextCalssificationUsingBERT

   We utilized a pre-trained model to classify Arabic text. After conducting extensive research, we found that MarBERT was the best model for classifying Arabic offensive tweets. It focuses on dialect…

   Jupyter Notebook 2

4. Arabic-Book-Recommendation-and-Question-Answering-System Arabic-Book-Recommendation-and-Question-Answering-System Public

   Forked from Noureldien334/Arabic-NLP

   The dataset was first scraped from an Arabic book library website, then cleansed of non-Arabic words, numerals, and tags before going through multiple preprocessing steps. Second, after applying th…

   Jupyter Notebook 1

5. Face-Generation-using-GANs Face-Generation-using-GANs Public

   The CelebA dataset was used to train a DCGAN (Deep Convolutional Generative Adversarial Network). The project was broken down into a series of tasks, from loading in data to defining and training a…

   Jupyter Notebook

6. Evolving-CNNs-using-GA Evolving-CNNs-using-GA Public

   Forked from AlessandroSaviolo/Evolving-CNNs-using-GA

   Evolving Architectures for Convolutional Neural Networks using the Genetic Algorithm

   Jupyter Notebook