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1. bart-arabic-pytorch-scratch bart-arabic-pytorch-scratch Public

   Implement the "BART: Denoising Sequence-to-Sequence Pre-training" paper by Meta AI from scratch using PyTorch, focused on abstractive summarization task in Arabic

   Jupyter Notebook

2. transformer-pytorch-scratch transformer-pytorch-scratch Public

   Implement the "Attention Is All You Need" paper from scratch using PyTorch, focusing on building a sequence-to-sequence transformer architecture for translating text from English to Italian

   Jupyter Notebook 3 1

3. house-price-prediction house-price-prediction Public

   End to end machine learning pipeline for house price prediction using various models, the pipeline includes exploratory data analysis (EDA), data preprocessing, models training & evaluating

   Jupyter Notebook 3

4. TTL TTL Public

   Simulator for a todo task list featuring an AI assistant using FastAPI, It showcases a practical integration of task management with AI

   Python 13

5. books-semantic-search books-semantic-search Public

   Build a search engine using FAISS (Facebook AI Similarity Search) that can help us find the most related book to our quotes or queries, both in English and Italian books

   Jupyter Notebook 2

6. playing-with-finetuning playing-with-finetuning Public

   Practice fine-tuning a Pretrained Transformers model from Hugging Face using various approaches and techniques from the abstraction to details

   Jupyter Notebook 2