Marina Meila
CURRENT RESEARCH PAPERS SOFTWARE STUDENTS CLASSES CONTACT

PREFERENCES, RANKINGS AND INTRANSITIVITY

RIM Recursive Inversion Models in C++/R written by Luca Weihs

Recursive Inversion Models in Java written by Marina Meila (TB Posted) [Paper]

dpmm-gmm Dirichlet Process Mixtures of Mallows Models in Matlab/C written by Harr Chen
[Download] [Paper]

GMM - Estimation of Generalized Mallows Models in Java written by Bhushan Mandhani
[Overview/Manual] [Download] [Paper]

MS -- Exponential Blurring Mean-Shift for Rankings in Matlab written by Le Bao and Marina Meila
[Overview] [Download] [Paper]

MANIFOLD LEARNING, GRAPH EMBEDDING

megaman Metric Manifold Learning for Million data points in python written by Marina Meila, James McQueen, Zhongyue Zhang and Jacob VanderPlas
[Overview] [Download] [Paper]

Epsilon search in Matlab written by Dominique Perrault-Joncas

Metric Manifold Learning in Matlab written by Dominique Perrault-Joncas (on demand)

SPECTRAL CLUSTERING

SpectraLIB - Package for symmetric spectral clustering in Matlab written by Deepak Verma. Updated by Tatiana Maravina and Marina Meila
[Overview/Manual] [Download SpectraLIB]

SpectraLIB_A - Package for asymmetric spectral clustering in Matlab written by Marina Meila and Tatiana Maravina (an extension to SpectraLIB)
[Overview/Manual] [Download SpectraLIB_A]

RSL_library_beta - Package for spectral Learning written by Susan Shortreed and Marina Meila
[Overview/Manual][Download RSL_Library](temporarily unavailable)

OTHER TOOLS

LazyRunner framework for organized scientific computing; in python, written by Hoyt Koepke

TreeDict fast, flexible and full-featured hierarchical python container that makes simple and sophisticated bookkeeping easy; in python, written by Hoyt Koepke

pyksvd highly optimized, parallel version of the Batch-OMP version of the KSVD learning algorithm; written by Hoyt Koepke