ssamot / causality
Kaggle's Causality Challenge Solution for team FirfiD
☆26Updated 11 years ago
Alternatives and similar repositories for causality:
Users that are interested in causality are comparing it to the libraries listed below
- Replication code for the article "Learning Functional Causal Models with Generative Neural Networks"☆99Updated 5 years ago
- Code for the Structural Agnostic Model (https://arxiv.org/abs/1803.04929)☆52Updated 4 years ago
- Data derived from the Linked Births and Deaths Data (LBIDD); simulated pairs of treatment assignment and outcomes; scoring code☆83Updated 6 years ago
- Causal Inference & Deep Learning, MIT IAP 2018☆87Updated 7 years ago
- Implementation of "DAGs with NO TEARS: Smooth Optimization for Structure Learning", by Zheng et al. (2018)☆50Updated 6 years ago
- Code for "Towards a learning theory of cause-effect inference" (ICML 2015).☆29Updated 4 years ago
- ☆87Updated 5 years ago
- TIme series DiscoverY BENCHmark (tidybench)☆37Updated last year
- An open-source package of causal feature selection and causal (Bayesian network) structure learning (C/C++ version)☆59Updated 4 years ago
- General Latent Feature Modeling for Heterogeneous data☆48Updated last year
- ☆204Updated 2 years ago
- Uncertainty in Conditional Average Treatment Effect Estimation☆31Updated 4 years ago
- ☆38Updated 6 years ago
- Reimplementation of NOTEARS in Tensorflow☆35Updated 2 years ago
- Dirichlet Process Mixture using PVI, SMC, Variational☆15Updated 10 years ago
- Movies Recommendation with Hierarchical Poisson Factorization in Edward☆18Updated 7 years ago
- Causal Simulations for Uplift Modeling☆12Updated 5 years ago
- Code for a variety of nonlinear conditional independence tests and 'nonlinear Invariant Causal Prediction' to estimate the causal parents…☆17Updated 5 years ago
- ☆29Updated 6 years ago
- ☆98Updated 7 years ago
- (ICML2020) “Counterfactual Cross-Validation: Stable Model Selection Procedure for Causal Inference Models’’☆31Updated 2 years ago
- Some notes on Causal Inference, with examples in python☆153Updated 5 years ago
- Code for "Hierarchical Dirichlet-Hawkes process: generative model and inference algorithm", WWW 2017☆36Updated 6 years ago
- Revealing mesocale structures of time-varying networks through non-negative tensor factorization☆45Updated 9 years ago
- ☆12Updated 7 years ago
- Python package for the creation, manipulation, and learning of Causal DAGs☆152Updated 2 years ago
- Repository for "Differentiable Causal Discovery from Interventional Data"☆74Updated 3 years ago
- python code for kernel methods☆38Updated 6 years ago
- Python code for NeurIPS 2018 paper "Causal Inference and Mechanism Clustering of A Mixture of Additive Noise Models"☆22Updated 5 years ago
- Code for the icml paper "zero inflated exponential family embedding"☆29Updated 7 years ago