YangLabHKUST/FLAG

Flexible and Accurate Methods for Estimation and Inference of Gaussian Graphical Models with Applications

Language: Jupyter Notebook - Size: 14.3 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 5 - Forks: 0

skggm/skggm

Scikit-learn compatible estimation of general graphical models

Language: Python - Size: 8.62 MB - Last synced at: 1 day ago - Pushed at: about 1 month ago - Stars: 246 - Forks: 45

pnavaro/BlockPrecisionMatrix.jl

Julia program to estimate precision matrix

Language: Julia - Size: 755 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

zhuwr0423/Robust-estimation-of-covariance-matrix-and-precision-matrix

Language: R - Size: 1.32 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

MGallow/GLASSOO

Penalized precision matrix estimation via block-wise coordinate descent (graphical lasso)

Language: R - Size: 6.35 MB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 2 - Forks: 0

MGallow/Omega

Penalized precision matrix estimation

Language: R - Size: 5.99 MB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0

MGallow/CVglasso

This R package is a wrapper around the popular "glasso" package with built-in cross validation and visualizations

Language: R - Size: 3.2 MB - Last synced at: 7 days ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 3

markkukuismin/ROPEGGMSelectionNoFDR

Here I illustrate how GGM selection methods work better in network hub and cluster detection when the false discover rate (FDR) control is ignored.

Language: R - Size: 30.3 KB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

MGallow/ADMMsigma

Penalized precision matrix estimation via ADMM

Language: R - Size: 18.1 MB - Last synced at: 4 months ago - Pushed at: almost 7 years ago - Stars: 4 - Forks: 2

YunyiShen/robustcov

Collection of robust covariance and sparse precision matrix estimators in R.

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sukhdev01/Hand-written-digit-classifier

The code is written in python language with necessary libraries and comments are there for every step to understand it better.

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MGallow/SCPME

Shrinking characteristics of precision matrix estimators

Language: R - Size: 18.2 MB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 1