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Weixuan Liu's Projects

catboost icon catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

cca_zoo icon cca_zoo

Canonical Correlation Analysis Zoo: CCA, GCCA (weighted/missing observations), MCCA, DCCA, DMCCA, DGCCA, DVCCA, DCCAE, (M)KCCA and regularised variants including sparse CCA , ridge CCA and elastic CCA. Deep models are implemented using Pytorch

ldtm icon ldtm

Longitudinal Dirichlet Tree Multinomial Model

mdr_tcca icon mdr_tcca

Multi-view dimensionality reduction using tensor canonical correlation analysis

smccnet icon smccnet

Sparse Multiple Canonical Correlation Network Analysis Tool

smccnet-1 icon smccnet-1

A canonical correlation analysis based method for discovering (quantitative) trait-specific heterogeneous regulatory networks.

smccnettools icon smccnettools

This is the one-stop package that conduct the whole process of SmCCNet

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