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
Sensing the functional connectivity of the brain
CSCI 5423 final project
Personal website of Tzu-Chi Yen.
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
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