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xz-dev's Projects

fssem icon fssem

Inference of Differential Gene Regulatory Networks Based on Gene Expression and Genetic Perturbation data.

fssemr icon fssemr

An optimizer of Fused-Sparse Structural Equation Models, which is the state-of-the-art (sota) jointly fused sparse maximum likelihood function for structural equation models proposed by Xin Zhou and Xiaodong Cai

hdpenreg icon hdpenreg

:exclamation: This is a read-only mirror of the CRAN R package repository. HDPenReg — High-Dimensional Penalized Regression

image_captioning icon image_captioning

Tensorflow implementation of "Show, Attend and Tell: Neural Image Caption Generation with Visual Attention"

lassonet icon lassonet

An implementation of the ideas in "Lassonet - Neural Networks with Feature Sparsity".

mxnet icon mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

penreg icon penreg

An R package for estimation of various penalized regression models

prsccold icon prsccold

Proximal Gradient Smoothing Sparse Convex Clustering

sframe icon sframe

SFrame: Scalable tabular and graph data-structures built for out-of-core data analysis and machine learning.

sparsesems icon sparsesems

SparseSEMs: An optimizer of Fused-Sparse Structural Equation Models. State-of-the-art (sota) joint sparse aware maximum likelihood function for structural equation models. Fused sparse lasso penalty is included.

ssemqr icon ssemqr

An optimizer of Sparse Structural Equation Model based eQTL mapping. Joint eQTL mapping and Inference of Gene Regulatory Network Improves Power of Detecting both cis- and trans-eQTLs

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