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Nan Xiao's Projects

ashr icon ashr

An R package for adaptive shrinkage

awesome-shiny-extensions icon awesome-shiny-extensions

🐝 Awesome R and Python packages offering extended UI or server components for the web framework Shiny

awesome-webr icon awesome-webr

😎 A curated list of awesome resources for learning WebR, a version of the statistical language R compiled for the browser and Node.js using WebAssembly.

bcpm-msaenet icon bcpm-msaenet

Solution for the precisionFDA Brain Cancer Predictive Modeling Challenge using msaenet

cats icon cats

Joint power analysis for non-symmetric two-stage case-control designs

cwl-upgrader icon cwl-upgrader

Shiny app to upgrade Common Workflow Language (CWL) apps from sbg:draft2 to v1.0

deep-learning-recipes icon deep-learning-recipes

🍱 R implementation for selected machine learning methods with deep learning frameworks (Keras, Tensorflow)

enpls icon enpls

Algorithmic framework for measuring feature importance, outlier detection, model applicability evaluation, and ensemble predictive modeling with (sparse) partial least squares regressions.

exp2vec icon exp2vec

🧬 Tissue-specific gene embeddings trained on GTEx data

fmri-ccsb icon fmri-ccsb

BOLD fMRI data analysis project at CCSB 2014 Summer School, Fudan University

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