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NeuralCausalModels
NeuralCausalModels PublicNeural Causal Model (NCM) implementation by the authors of The Causal Neural Connection.
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causalai-book
causalai-book PublicA companion for the Causal Artificial Intelligence book.
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Repositories
- Scalable-Causal-Imitation-Learning Public
Official Implementation of RLC 2026 paper "Scalable Causal Imitation Learning"
- Confounding-Robust-Deep-Reinforcement-Learning Public
Official Implementation of NeurIPS 25 Paper "Confounding Robust Deep Reinforcement Learning: A Causal Approach"
- 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"
- Automatic-Reward-Shaping-From-Confounded-Offline-Data Public
Official Implementation of ICML 25 paper "Automatic Reward Shaping From Confounded Offline Data"
- lges Public
An implementation of the Less Greedy Equivalence Search algorithm for learning causal graphs from observational and interventional data with prior assumptions.
- ProjectedCausalAbstractions Public
Implementation of the "Causal Abstraction Inference under Lossy Representations" paper by the authors.
- ListConditionalIndependencies Public
Implementation of the algorithm for listing all conditional independencies implied by a causal model.
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