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@XMU-Kuangnan-Fang-Team

XMU-YALE Statistical Machine Learning Team

Kuangnan Fang is a professor in department of statistics, Xiamen University. Research interest : Applied Statistics, Data mining, Machine learning.

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  1. GENetLib GENetLib Public

    A Python library for Gene–environment interaction analysis via deep learning

    Python 157 19

  2. BiFuncLib BiFuncLib Public

    BiFuncLib is a Python library for biclustering with functional data.

    Python 63 8

  3. Book-R-Data-Analysis Book-R-Data-Analysis Public

    Book-R-Data-Analysis

    4 12

  4. SpecificLDA SpecificLDA Public

    A Python package implementing the Directed LDA model for targeted extraction of specific topics from text data

    Python 4 3

  5. RDA RDA Public

    R package for the two books : R Data Analysis; R Data Mining and Machine learning.

    2 2

  6. iSFun iSFun Public

    Integrative Dimension Reduction Analysis for Multi-Source Data

    Python 2

Repositories

Showing 10 of 15 repositories
  • BiFuncLib Public

    BiFuncLib is a Python library for biclustering with functional data.

    XMU-Kuangnan-Fang-Team/BiFuncLib’s past year of commit activity
    Python 63 MIT 8 9 0 Updated Aug 6, 2025
  • GENetLib Public

    A Python library for Gene–environment interaction analysis via deep learning

    XMU-Kuangnan-Fang-Team/GENetLib’s past year of commit activity
    Python 157 MIT 19 18 (4 issues need help) 0 Updated Jun 15, 2025
  • SpecificLDA Public

    A Python package implementing the Directed LDA model for targeted extraction of specific topics from text data

    XMU-Kuangnan-Fang-Team/SpecificLDA’s past year of commit activity
    Python 4 MIT 3 0 0 Updated Jan 12, 2025
  • iSFun Public

    Integrative Dimension Reduction Analysis for Multi-Source Data

    XMU-Kuangnan-Fang-Team/iSFun’s past year of commit activity
    Python 2 MIT 0 0 0 Updated May 26, 2024
  • flnet Public

    R code for functional linear model with prior information of subjects' network

    XMU-Kuangnan-Fang-Team/flnet’s past year of commit activity
    R 0 0 0 0 Updated Jun 9, 2022
  • fsubgroup Public

    R code for subgroup analysis for high-dimensional functional regression

    XMU-Kuangnan-Fang-Team/fsubgroup’s past year of commit activity
    R 0 0 0 0 Updated May 12, 2022
  • sfunR Public

    R code of subgroup analysis for high-dimensional functional regression

    XMU-Kuangnan-Fang-Team/sfunR’s past year of commit activity
    0 0 0 0 Updated May 4, 2022
  • fgam Public

    R code for Multivariate Functional Generalized Additive Models (fgam)

    XMU-Kuangnan-Fang-Team/fgam’s past year of commit activity
    0 0 0 0 Updated Jan 22, 2021
  • Biclustering Public

    code for biclustering analysis of functionals via penalized fusion

    XMU-Kuangnan-Fang-Team/Biclustering’s past year of commit activity
    0 0 0 0 Updated Jun 3, 2020
  • dSEIR Public

    dynamic SEIR(Susceptible-Exposed-Infectious-Removed) model for epidemic

    XMU-Kuangnan-Fang-Team/dSEIR’s past year of commit activity
    0 0 1 0 Updated Apr 28, 2020
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