| Causal Discovery Toolbox: Uncover causal relationships in Python | Mar 6, 2019 | Causal Discovery | CodeCode Available | 0 |
| The Structurally Complex with Additive Parent Causality (SCARY) Dataset | Apr 27, 2023 | Additive modelsCausal Discovery | CodeCode Available | 0 |
| CDANs: Temporal Causal Discovery from Autocorrelated and Non-Stationary Time Series Data | Feb 7, 2023 | Causal DiscoveryTime Series | CodeCode Available | 0 |
| Practical Algorithms for Orientations of Partially Directed Graphical Models | Feb 28, 2023 | Causal Discovery | CodeCode Available | 0 |
| Learning Linear Non-Gaussian Polytree Models | Aug 13, 2022 | Causal Discovery | CodeCode Available | 0 |
| CCSL: A Causal Structure Learning Method from Multiple Unknown Environments | Nov 18, 2021 | Causal DiscoveryClustering | CodeCode Available | 0 |
| Algebraic Equivalence of Linear Structural Equation Models | Jul 10, 2018 | Causal DiscoveryModel Selection | CodeCode Available | 0 |
| Shapley-PC: Constraint-based Causal Structure Learning with a Shapley Inspired Framework | Dec 18, 2023 | Causal Discovery | CodeCode Available | 0 |
| Causal Discovery over High-Dimensional Structured Hypothesis Spaces with Causal Graph Partitioning | Jun 10, 2024 | Causal Discoverygraph partitioning | CodeCode Available | 0 |
| Learning Relational Causal Models with Cycles through Relational Acyclification | Aug 25, 2022 | Causal Discovery | CodeCode Available | 0 |
| Causal-discovery-based root-cause analysis and its application in time-series prediction error diagnosis | Nov 11, 2024 | Causal DiscoveryPrediction | CodeCode Available | 0 |
| Learning Sparse Nonparametric DAGs | Sep 29, 2019 | Causal Discovery | CodeCode Available | 0 |
| Causal Discovery of Macroeconomic State-Space Models | Apr 5, 2022 | Causal DiscoveryState Space Models | CodeCode Available | 0 |
| Distinguishing Cause from Effect with Causal Velocity Models | Feb 7, 2025 | Causal Discoverycounterfactual | CodeCode Available | 0 |
| Distributional robustness of K-class estimators and the PULSE | May 7, 2020 | Causal Discoveryvalid | CodeCode Available | 0 |
| Causal Discovery of Linear Non-Gaussian Causal Models with Unobserved Confounding | Aug 9, 2024 | Causal Discovery | CodeCode Available | 0 |
| A Conditional Independence Test in the Presence of Discretization | Apr 26, 2024 | Causal Discovery | CodeCode Available | 0 |
| Causal Representation Learning Made Identifiable by Grouping of Observational Variables | Oct 24, 2023 | Causal DiscoveryRepresentation Learning | CodeCode Available | 0 |
| Tractable Computation of Expected Kernels | Feb 21, 2021 | Causal Discovery | CodeCode Available | 0 |
| Causal Representation Learning in Temporal Data via Single-Parent Decoding | Oct 9, 2024 | Causal DiscoveryRepresentation Learning | CodeCode Available | 0 |
| Less is More: Mitigate Spurious Correlations for Open-Domain Dialogue Response Generation Models by Causal Discovery | Mar 2, 2023 | Causal DiscoveryInformativeness | CodeCode Available | 0 |
| Dynamic Causal Structure Discovery and Causal Effect Estimation | Jan 11, 2025 | Causal Discovery | CodeCode Available | 0 |
| Simulation-Based Counterfactual Causal Discovery on Real World Driver Behaviour | Jun 6, 2023 | Causal Discoverycounterfactual | CodeCode Available | 0 |
| A Conceptual Model for End-to-End Causal Discovery in Knowledge Tracing | May 11, 2023 | Causal DiscoveryKnowledge Tracing | CodeCode Available | 0 |
| Causality and independence in perfectly adapted dynamical systems | Jan 28, 2021 | Causal Discovery | CodeCode Available | 0 |
