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Han Liu
https://www.github.com/null
Author or maintainer of the following packages:
bigdata
The big data package is a collection of scalable methods
for large-scale data analysis.
BigQuic
Use Newton's method, coordinate descent, and METIS clustering to solve the L1 regularized Gaussian M...
BigTSP
This package is trying to implement Top Scoring Pair based
methods for classification includi...
blkergm
This package is an extension to the "ergm" package which implements the block ergms.
camel
The package "camel" provides the implementation of a family of high-dimensional calibrated machine l...
fastclime
Provides a method of recovering the precision matrix efficiently and solving for the dantzig selecto...
flare
The package "flare" provides the implementation of a family of Lasso variants including Dantzig Sele...
huge
Provides a general framework for high-dimensional undirected graph estimation. It integrates data pr...
picasso
Computationally efficient tools for fitting generalized linear model with convex or non-convex penal...
SAM
The package SAM targets at high dimensional predictive modeling (regression and classification) for ...
smart
The package "smart" provides a general framework for analyzing (including estimation, feature select...
sparc
We provide an efficient solver for estimating semiparametric generalized linear models.
Impact Percentile
93
Number of Packages
12
Package Downloads
50,112
Citations
1
Top Collaborators
Tuo Zhao
Xiaolin Yang
Xingguo Li
Fang Han
Kathryn Roeder
