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medical-unet
medical-unet PublicThis project implements a U-Net model in PyTorch for biomedical image segmentation, specifically applied to electron microscopy images from the ISBI 2012 EM Segmentation Challenge.
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energy-consumption-forecast
energy-consumption-forecast PublicThis project analyzes daily industrial gas consumption data from NaTran and Terega across various regions in France.
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algorithmic-crypto-trading
algorithmic-crypto-trading PublicThis project serves as an introduction to algorithmic trading through the development and evaluation of a basic strategy, specifically the Simple Moving Average (SMA) Crossover strategy.
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visual-transformer
visual-transformer PublicA deep learning project using Vision Transformer (ViT) to classify bean leaf diseases.
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semantic-search-faiss
semantic-search-faiss PublicThis project implements a semantic search pipeline using the 20 Newsgroups dataset as a sample corpus.
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reddit-topic-modeling
reddit-topic-modeling PublicThis project aims to uncover underlying themes and topics within posts from the r/confession subreddit.
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