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commashy's Projects

cardiovascular-disease-cvd-prediction-using-machine-learning icon cardiovascular-disease-cvd-prediction-using-machine-learning

This repository contains our research project where we employed machine learning techniques to predict the development of cardiovascular diseases (CVD). It encompasses the entire process, from data preprocessing and exploratory data analysis, to model selection, evaluation, and optimization.

cleaning_robot icon cleaning_robot

This repository contains the source code for a cleaning robot implemented in C++ as part of the COMP 2011 (Programming for Scientists and Engineers I) course at HKUST.

correlateim icon correlateim

Correlate images using matched control points. Based on https://github.com/adal02/cpselect

industrial-biscuit-anomaly-detection-using-deep-learning icon industrial-biscuit-anomaly-detection-using-deep-learning

This repository contains the code and resources for a machine learning project aimed at detecting anomalies in industrial biscuit production. The project leverages the power of deep learning, utilizing advanced convolutional neural network (CNN) architectures like Xception and EfficientNet for image classification tasks.

pistachio_processing icon pistachio_processing

This is a repository for a Python script that extracts data from the Pistachio reaction dataset.

toxicity_classificaiton icon toxicity_classificaiton

This repository contains code for training and evaluating a deep learning model to classify toxicity using PyTorch. The model is trained on a dataset of smiles and corresponding toxicity labels, and can be used to predict the toxicity.

wgan-gp icon wgan-gp

Modified version of latent-gan https://github.com/Dierme/latent-gan

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