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@cdt15 Causal Discovery Lab., Shiga University

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    11 repositories

    • lingam

      Public
      Python package for causal discovery based on LiNGAM.
      pythoncausalitycausality-analysiscausal-inferencecausal-modelscausal-discoverylingammachine-learning
      Python
      •
      MIT License
      •61•396•23•1•Updated Dec 31, 2024Dec 31, 2024

    • lingd

      Public
      Python
      •
      GNU General Public License v2.0
      •1•0•0•0•Updated Dec 25, 2024Dec 25, 2024

    • pruning_missing_data

      Public
      A tool for pruning the adjacency matrix estimated on data with missing values.
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •1•0•0•0•Updated Oct 2, 2024Oct 2, 2024

    • causal-learn

      Public
      Causal Discovery in Python. It also includes (conditional) independence tests and score functions.
      Python
      •
      MIT License
      •200•0•0•0•Updated Aug 6, 2024Aug 6, 2024

    • ada_logistic_reg

      Public
      Adaptive Logistic Regression
      Jupyter Notebook
      •
      GNU General Public License v2.0
      •2•2•0•1•Updated Oct 5, 2023Oct 5, 2023

    • lina

      Public
      Python
      •
      GNU General Public License v2.0
      •0•1•0•0•Updated Jul 7, 2023Jul 7, 2023

    • abpnl

      Public
      A multivariate causal discovery based on post-nonlinear model
      Python
      •
      BSD 3-Clause Clear License
      •4•1•0•0•Updated Sep 12, 2022Sep 12, 2022

    • comparePairCausals

      Public
      Python
      •0•0•0•0•Updated Oct 26, 2018Oct 26, 2018

    • wbic_bml

      Public
      Statistical Causal Inference Library using Bayesian Mixed LiNGAM and WBIC
      Python
      •
      MIT License
      •1•0•0•0•Updated Jun 14, 2018Jun 14, 2018

    • cyclicmodel

      Public
      Statistical causal discovery based on cyclic model
      Python
      •
      MIT License
      •1•1•0•0•Updated Jun 14, 2018Jun 14, 2018

    • bmlingam

      Public
      Python
      •
      MIT License
      •8•0•0•0•Updated Feb 16, 2017Feb 16, 2017