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YS Pang's Projects

minimal-mistakes icon minimal-mistakes

:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.

nlp-spell-checker icon nlp-spell-checker

A probabilistic language model combined with techniques like the n-gram model and edit distance, particularly for the English language.

p2p-lending-loan-default-prediction icon p2p-lending-loan-default-prediction

This project utilized the LightGBM algorithm alongside the Boruta feature selection technique to identify the most critical features and develop a predictive model for forecasting loan defaults in the Peer-to-Peer (P2P) lending sector.

vgg16-crop-leaf-classification icon vgg16-crop-leaf-classification

This study aims to develop a deep learning-based image classifier to detect diseases of grape crops in agriculture. This study will develop convolutional neural network (CNN) models for the image classification of grape leaf diseases using the VGG16 architecture.

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