Tzu-Chi Yen's Projects
A Bayesian model+algorithm for community detection in bipartite networks
Graph partitioning engine for the degree-corrected bipartite Stochastic Block Model, using the Kernighan-Lin algorithm.
C++ implementation of a MCMC sampler for the (microcanonical) bipartite SBM
Code generating the map in the following link
Sensing the functional connectivity of the brain
CSCI 5423 final project
My personal website
The API services for the Network Science Education Initiative in Taiwan, built on Play.
The public website for the Network Science Education in Taiwan initiative, built on Angular.
A centralized repository for network analysis tools.
My network research in theoretical light-harvesting
A first course for data engineering workflows
A text mining toolkit for Mandarin Chinese short texts.
Implementation for onion decomposition in Python
Regularized methods for efficient ranking in networks
Curated datasets for the rSpringRank library
Community detection engine for the degree-corrected Stochastic Block Model, using the Belief Propagation algorithm.
A backtracking-based algorithm to check if a given degree-size sequence can realize a simplicial complex
Published work elucidating quantum coherence effects and geometrical factors for efficient energy transfer
Work resulted from Taipei Open Data Hackthon 2015
Urban Walkability Project is a general purpose urban multimodal data analysis and interpreting platform, built on node.js.
web interface of the uwalk project
Evaluating Yelp User Preference Across Location and Time