Pinned Repositories
bayesian_causal
Used a data set of graduate school admission decisions to construct a Bayesian network, then explored causal relationships between different variables.
dissertation_supp
The supplemental materials of Joy Song's dissertation
FamilyMap
FamilyMap is an Android application that visualizes users' family data in various customized ways.
linear_regression
Projects from my undergraduate Linear Regression course in 2018
literature_review
miscellaneous literature review
mathematical_programming
Projects from my undergraduate Mathematical Programming course in 2018
recommendation_systems
Constructed a recommendation system using matrix factorization (SVD), then applied various inferences on both the original data and the predicted data to evaluate whether the algorithm preserved statistical properties.
reflection_removal
Remove the undesired reflections when taking pictures through transparent glasses. Improve the performances of the existing “ghosting model”.
search_engines
Interpret the user behaviour between webpages as a Markov chain and investigate the applications of Perron-Frobenius Theorem in the Google PageRank algorithm.
TickeToy
An E-Commerce app using micro-services built with Node, React, Docker and Kubernetes
jsong233's Repositories
jsong233/bayesian_causal
Used a data set of graduate school admission decisions to construct a Bayesian network, then explored causal relationships between different variables.
jsong233/reflection_removal
Remove the undesired reflections when taking pictures through transparent glasses. Improve the performances of the existing “ghosting model”.
jsong233/dissertation_supp
The supplemental materials of Joy Song's dissertation
jsong233/FamilyMap
FamilyMap is an Android application that visualizes users' family data in various customized ways.
jsong233/linear_regression
Projects from my undergraduate Linear Regression course in 2018
jsong233/literature_review
miscellaneous literature review
jsong233/mathematical_programming
Projects from my undergraduate Mathematical Programming course in 2018
jsong233/recommendation_systems
Constructed a recommendation system using matrix factorization (SVD), then applied various inferences on both the original data and the predicted data to evaluate whether the algorithm preserved statistical properties.
jsong233/search_engines
Interpret the user behaviour between webpages as a Markov chain and investigate the applications of Perron-Frobenius Theorem in the Google PageRank algorithm.
jsong233/TickeToy
An E-Commerce app using micro-services built with Node, React, Docker and Kubernetes
jsong233/YelpCamp
The YelpCamp project from the course The Web Developer Bootcamp
jsong233/mini_microservice
A mini micro-service built with Docker and Kubernetes
jsong233/numerical_analysis
Projects from my undergraduate Numerical Analysis course in 2018