hanbaeklyu Goto Github PK
Name: Hanbaek Lyu
Type: User
Company: UW-Madison Math & IFDS
Bio: Assistant Professor, Dept. of Math., UW-Madison, Institute for Foundations of Data Science
Blog: www.hanbaeklyu.com
Name: Hanbaek Lyu
Type: User
Company: UW-Madison Math & IFDS
Bio: Assistant Professor, Dept. of Math., UW-Madison, Institute for Foundations of Data Science
Blog: www.hanbaeklyu.com
Repository for simulating various extensions of Ballistic Annihilation
Block Coordinate Descent with Diminishing Radius (implemented for tensor CP factorization)
Firefly Cellular Automata
Repository for Math 156 Machine Learning at UCLA in Spring 2021 (Instructor: Hanbaek Lyu)
Math 444: Graphs and Networks in Data Science
Time-series prediction by combining modeling and ONMF based prediction
Algorithms for motif sampling from networks and computing CHD profiles
Network Dictionary Learning repository for generating figures in the paper
Custom graph/network/multi-weighted network class based on storing list of neighbors for each nodes (as opposed to edge list) for scalable sampling and searching algorithms
Online CP-Dictionary Learning algorithm
Time series applications of ONMF/ONTF on COVID19 data sets
Online Matrix/Tensor Factorization and applications to Network Dictionary Learning and images
Topic-aware chatbot based on RNN seq2seq model and NMF-based topic baising
Robust Online NMF
Stochastic Regularized Majorization-Minimization
Randomized algorithm for finding isomorphic copies of a motif inside a given world graph using MCMC motif sampling
Temporal Dictionary Learning
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Data-Driven Documents codes.
China tencent open source team.