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    18 repositories

    • RelationalCausalModels

      Public
      An implementation of Relational Structural Causal Models for causal reasoning across varying combinations of interacting objects (Adiba Ejaz and Elias Bareinboi…
      Python
      •0•1•0•0•Updated Aug 5, 2026Aug 5, 2026

    • Causal-RL

      Public
      Causal RL Algortihms
      causalitycausal-inferencegymnasium
      causalitycausal-inferencegymnasiumcausal-reinforcement-learning
      Python
      •
      Other
      •6•14•0•0•Updated Aug 3, 2026Aug 3, 2026

    • Causal-Gymnasium

      Public
      Causal RL Environments Simulator
      reinforcement-learningcausalitycausal-inference
      reinforcement-learningcausalitycausal-inferencegymnasiumcausal-reinforcement-learningcausal-reasoning
      Python
      •
      Other
      •8•38•1•1•Updated Aug 3, 2026Aug 3, 2026

    • Scalable-Causal-Imitation-Learning

      Public
      Official Implementation of RLC 2026 paper "Scalable Causal Imitation Learning"
      Python
      •
      Apache License 2.0
      •0•0•0•0•Updated Jul 18, 2026Jul 18, 2026

    • Confounding-Robust-Deep-Reinforcement-Learning

      Public
      Official Implementation of NeurIPS 25 Paper "Confounding Robust Deep Reinforcement Learning: A Causal Approach"
      Python
      •
      MIT License
      •0•0•0•0•Updated Jun 8, 2026Jun 8, 2026

    • Causal-Flow-Q-Learning-for-Robust-Offline-Reinforcement-Learning

      Public
      Official Implementation of ICML 26 Paper "Causal Flow Q-Learning for Robust Offline Reinforcement Learning"
      Python
      •
      MIT License
      •0•0•0•0•Updated May 19, 2026May 19, 2026

    • Automatic-Reward-Shaping-From-Confounded-Offline-Data

      Public
      Official Implementation of ICML 25 paper "Automatic Reward Shaping From Confounded Offline Data"
      Python
      •0•0•0•0•Updated May 19, 2026May 19, 2026

    • lges

      Public
      An implementation of the Less Greedy Equivalence Search algorithm for causal discovery (Adiba Ejaz and Elias Bareinboim, NeurIPS 2025).
      Python
      •4•6•0•1•Updated Feb 3, 2026Feb 3, 2026

    • causalai-book

      Public
      A companion for the Causal Artificial Intelligence book.
      Python
      •5•16•1•2•Updated Sep 24, 2025Sep 24, 2025

    • ProjectedCausalAbstractions

      Public
      Implementation of the "Causal Abstraction Inference under Lossy Representations" paper by the authors.
      Python
      •
      MIT License
      •0•0•0•0•Updated Jul 21, 2025Jul 21, 2025

    • ListConditionalIndependencies

      Public
      Implementation of the algorithm for listing all conditional independencies implied by a causal model (Hyunchai Jeong, Adiba Ejaz, Jin Tian, and Elias Bareinboim…
      Python
      •
      MIT License
      •0•2•0•0•Updated Sep 20, 2024Sep 20, 2024

    • CFA

      Public
      TeX
      •
      GNU General Public License v3.0
      •0•1•0•0•Updated Mar 7, 2024Mar 7, 2024

    • NeuralCausalAbstractions

      Public
      Implementation of the "Neural Causal Abstractions" paper by the authors.
      Python
      •
      MIT License
      •1•4•0•0•Updated Jan 29, 2024Jan 29, 2024

    • EqualityConstraints

      Public
      Implementation of the algorithms for finding all equality constraints implied by a causal model.
      MIT License
      •0•1•0•0•Updated Aug 1, 2023Aug 1, 2023

    • NCMCounterfactuals

      Public
      Python
      •
      MIT License
      •6•15•0•0•Updated Feb 28, 2023Feb 28, 2023

    • NeuralCausalModels

      Public
      Neural Causal Model (NCM) implementation by the authors of The Causal Neural Connection.
      Python
      •
      MIT License
      •7•33•1•0•Updated Dec 12, 2022Dec 12, 2022

    • PAGId

      Public
      MIT License
      •0•0•0•0•Updated Oct 15, 2022Oct 15, 2022

    • FrontdoorAdjustmentSets

      Public
      Implementation of the algorithms for finding and listing Pearl's Front-door adjustment sets.
      Python
      •
      MIT License
      •0•3•0•0•Updated Oct 13, 2022Oct 13, 2022
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