pyCausalFS：A Python Library of Causality-based Feature Selection for Causal Structure Learning and Classification
☆71Dec 1, 2020Updated 5 years ago
Alternatives and similar repositories for pyCausalFS
Users that are interested in pyCausalFS are comparing it to the libraries listed below
Sorting:
- An open-source package of causal feature selection and causal (Bayesian network) structure learning (C/C++ version)☆63Nov 17, 2020Updated 5 years ago
- Causal Learner: A Toolbox for Causal Structure and Markov Blanket Learning☆44Feb 23, 2025Updated last year
- a Matlab library of computational causal discovery and variable selection algorithms☆19Nov 25, 2019Updated 6 years ago
- An open-source package of causal feature selection and causal (Bayesian network) structure learning (Matlab version)☆15Nov 17, 2020Updated 5 years ago
- A generalized score-based method for Causal Discovery☆19Nov 3, 2020Updated 5 years ago
- An open-source package of causal feature selection and causal (Bayesian network) structure learning (Python version)☆20Dec 21, 2020Updated 5 years ago
- Basic tensorflow implementation of logistic latent Dirichlet allocation☆18Oct 17, 2019Updated 6 years ago
- Causal discovery algorithms and tools for implementing new ones☆246Jul 10, 2025Updated 7 months ago
- Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.☆1,221Oct 13, 2025Updated 4 months ago
- Repository for "Differentiable Causal Discovery from Interventional Data"☆77Jan 31, 2022Updated 4 years ago
- Stable Prediction with Model Misspecification and Agnostic Distribution Shift☆26Apr 26, 2020Updated 5 years ago
- Trustworthy AI related projects☆1,104Nov 13, 2025Updated 3 months ago
- ☆11Jul 9, 2021Updated 4 years ago
- Python code of information geometric causal inference☆12Aug 20, 2019Updated 6 years ago
- ☆14Jul 5, 2023Updated 2 years ago
- Multiple Generalized Additive Models implemented in Python (EBM, XGB, Spline, FLAM). Code for our KDD 2021 paper "How Interpretable and T…☆13Aug 15, 2021Updated 4 years ago
- Connectivity-contrastive learning (CCL)☆11Feb 16, 2023Updated 3 years ago
- G Square Conditional Independence Test☆11Mar 7, 2017Updated 8 years ago
- Manifold-based Constraint Laplacian Score for multi-label feature selection☆10Sep 11, 2018Updated 7 years ago
- A straightforward implementation of EGBM-based Generalized Additive Model☆14Oct 15, 2020Updated 5 years ago
- Causal Discovery in Python. Learning causality from data.☆1,553Feb 18, 2026Updated last week
- ☆12Aug 16, 2022Updated 3 years ago
- (Conditional) Independence testing & Markov blanket feature selection using k-NN mutual information and conditional mutual information es…☆31Jun 16, 2020Updated 5 years ago
- 💊 Comparing causality methods in a fair and just way.☆141Mar 23, 2020Updated 5 years ago
- Kaggle's Causality Challenge Solution for team FirfiD☆26Sep 5, 2013Updated 12 years ago
- Reliable Causal Discovery with Improved Exact Search and Weaker Assumptions☆11Jan 19, 2022Updated 4 years ago
- (ICML2020) “Counterfactual Cross-Validation: Stable Model Selection Procedure for Causal Inference Models’’☆31Mar 24, 2023Updated 2 years ago
- DAGs with NO TEARS: Continuous Optimization for Structure Learning☆668May 17, 2024Updated last year
- Implementing Laplacian score for feature selection☆19Feb 28, 2018Updated 8 years ago
- Efficient and readable change point detection package implemented in Python. (Singular Spectrum Transformation - SST, IKA-SST, ulSIF, RuL…☆33Feb 6, 2026Updated 3 weeks ago
- [TMLR23] FedDAG: Federated DAG Structure Learning☆19Jan 7, 2023Updated 3 years ago
- ☆17Aug 2, 2022Updated 3 years ago
- Code for "Counterfactual Explanations in Sequential Decision Making Under Uncertainty", NeurIPS 2021☆16Feb 8, 2023Updated 3 years ago
- Tigramite is a python package for causal inference with a focus on time series data. The Tigramite documentation is at☆1,613Jan 14, 2026Updated last month
- ☆12Jul 20, 2020Updated 5 years ago
- Simplified version of FISHQA model.☆17Jul 9, 2019Updated 6 years ago
- Group-conditional DRO to alleviate spurious correlations☆15Jul 15, 2021Updated 4 years ago
- A process mining library built upon scikit-learn!☆22Oct 6, 2025Updated 4 months ago
- Code accompanying ICML 2021 paper "Few-shot Language Coordination by Modeling Theory of Mind"☆19May 18, 2022Updated 3 years ago