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Stephen Vu's Projects

ai-projects icon ai-projects

Artificial Intelligence projects, documentation and code.

data_mining_covid- icon data_mining_covid-

including exploratory, model evaluation with a strong analysis of the situation

earthquake_drivendata icon earthquake_drivendata

A Data Science Work for the Contest on Driven Data. The repos includes cleaning set, exploratory set, modelling set, evaluation set within specific interpretation.

mcmc icon mcmc

Collection of Monte Carlo (MC) and Markov Chain Monte Carlo (MCMC) algorithms applied on simple examples.

mcmc-1 icon mcmc-1

Implementation of Markov Chain Monte Carlo in Python from scratch

project icon project

Ensemble bagging of HMM and RandomForest

seirsplus icon seirsplus

Models of SEIRS epidemic dynamics with extensions, including network-structured populations, testing, contact tracing, and social distancing.

semi-nmf icon semi-nmf

semi non-negative matrix factorization project

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