structure-learning 6 causal-inference 5 graphical-models 4 bayesian-inference 3 causal-models 3 python 3 inference 3 causal-discovery 3 mixed-data 2 parameters-learning 2 synthetic-data 2 simulations 2 probabilistic-graphical-models 2 structure learning 2 causality 2 data-science 2 machine-learning 2 kernel-density-estimation 1 causal-mechanisms 1 causal-networks 1 difference network 1 bayesian networks 1 causal mechanisms 1 distribution shifts 1 iscan 1 neurips-2022 1 causalnex 1 dags 1 dagma 1 notears 1 causal discovery 1 bayesian network 1 supply-chain 1 risk-analysis 1 optimization 1 operations-research 1 logistics 1 inventory-management 1 game-theory 1 coalition-formation 1 wrapper-library 1 pgms 1 daft 1 score-matching 1 root-cause-analysis 1 neurips-2023 1 intervention-target-estimation 1 distribution-shift 1 difference-network 1 difference-dag 1 neural-networks 1 kernel-computation 1 kernel 1 jax 1 infinite-networks 1 gradient-flow 1 gradient-descent 1 gaussian-processes 1 deep-networks 1 causal-identification 1 directed-acyclic-graph 1 treatment-effects 1 python3 1 do-calculus 1 causal-machine-learning 1 graphical-model 1 statistics 1 Do-Calculus 1 Structure Learning 1 Inference 1 Bayesian Network 1 Causal Reasoning 1 influence-diagrams 1 marginalization 1 junction-trees 1 factor-graphs 1 clique-potentials 1 graphical models 1 Bayesian networks 1 probabilistic programming 1 variational-inference 1 cstrees 1 training-dynamics 1 neural-tangents 1