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1. 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 1

2. TTL TTL Public

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

   Python 12

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

   End to end machine learning pipeline for house price prediction, including exploratory data analysis, data preprocessing, models training & evaluating

   Jupyter Notebook 2

4. digit-recognizer digit-recognizer Public

   Develop and test a feedforward neural network for handwritten digit recognition using PyTorch and the MNIST benchmark dataset

   Jupyter Notebook

5. 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

6. WDFAP WDFAP Public

   Tool that enables you to fetch, clean, prepare, label, and upload articles from web sources in various formats such as csv, json, xlsx, and parquet

   Python 2