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@XMU-Kuangnan-Fang-Team XMU-YALE Statistical Machine Learning Team

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    15 repositories

    • BiFuncLib

      Public
      BiFuncLib is a Python library for biclustering with functional data.
      pythonfunctional-data-analysisbiclusteringfunctional-data
      Python
      •
      MIT License
      •18•147•13•0•Updated Nov 21, 2025Nov 21, 2025

    • GENetLib

      Public
      A Python library for Gene–environment interaction analysis via deep learning
      pythonbioinformaticssparsitydeep-learningneural-networkgenomepytorchpenaltyfunctional-data-analysisgenome-analysis
      Python
      •
      MIT License
      •21•196•18•0•Updated Sep 24, 2025Sep 24, 2025

    • SpecificLDA

      Public
      A Python package implementing the Directed LDA model for targeted extraction of specific topics from text data
      pythonldatext-dataspecific-lda
      Python
      •
      MIT License
      •3•4•0•0•Updated Jan 12, 2025Jan 12, 2025

    • iSFun

      Public
      Integrative Dimension Reduction Analysis for Multi-Source Data
      Python
      •
      MIT License
      •0•2•0•0•Updated May 26, 2024May 26, 2024

    • flnet

      Public
      R code for functional linear model with prior information of subjects' network
      R
      •0•0•0•0•Updated Jun 9, 2022Jun 9, 2022

    • fsubgroup

      Public
      R code for subgroup analysis for high-dimensional functional regression
      R
      •0•0•0•0•Updated May 12, 2022May 12, 2022

    • sfunR

      Public
      R code of subgroup analysis for high-dimensional functional regression
      0•0•0•0•Updated May 4, 2022May 4, 2022

    • fgam

      Public
      R code for Multivariate Functional Generalized Additive Models (fgam)
      0•0•0•0•Updated Jan 22, 2021Jan 22, 2021

    • Biclustering

      Public
      code for biclustering analysis of functionals via penalized fusion
      0•1•0•0•Updated Jun 3, 2020Jun 3, 2020

    • dSEIR

      Public
      dynamic SEIR(Susceptible-Exposed-Infectious-Removed) model for epidemic
      0•0•1•0•Updated Apr 28, 2020Apr 28, 2020

    • m-slos

      Public
      R code for m-slos
      0•0•0•0•Updated Aug 4, 2019Aug 4, 2019

    • Data-Science

      Public
      Data Science
      0•1•0•0•Updated Aug 10, 2018Aug 10, 2018

    • nonparametric-additive-beta-regression

      Public
      code and data for nonparametric additive beta regression
      1•0•0•0•Updated Jan 27, 2018Jan 27, 2018

    • Book-R-Data-Analysis

      Public
      Book-R-Data-Analysis
      12•5•0•0•Updated Nov 23, 2017Nov 23, 2017

    • RDA

      Public
      R package for the two books : R Data Analysis; R Data Mining and Machine learning.
      2•2•0•0•Updated Feb 26, 2017Feb 26, 2017