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Xiaotan Sun's Projects

cross-stitch icon cross-stitch

Import arbitrary image and output the cross-stitch image

eeg-project icon eeg-project

A zero-shot learning pipeline to predict spelling intention from raw EEG signals

mlss2022 icon mlss2022

Duke Machine Learning Summer School 2022

non-parametric-modeling icon non-parametric-modeling

Investigate the impact of the fall of Berlin wall and COVID-19 global lockdown on CO2 concentration.

plusds icon plusds

Identified the drivers of the risk of coronary heart disease and cardiovascular disease using the Sleep Heart Health Study dataset

pytorchtutorials icon pytorchtutorials

PyTorch Tutorial materials for Duke University +Data Science Initiative in 2019

regnet icon regnet

Python implementation of RegNet on the STL10 dataset

tempered_mcmc icon tempered_mcmc

An R implementation of Tempered Markov Chain Monte Carlo algorithm

tensor_scrna-seq icon tensor_scrna-seq

Leveraged tensor-based statistical methods on single-cell RNA-sequencing datasets to predict the progression stage of Covid-19

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