finnhacks42 / causal_banditsLinks
☆16Updated 8 years ago
Alternatives and similar repositories for causal_bandits
Users that are interested in causal_bandits are comparing it to the libraries listed below
Sorting:
- Structural Causal Bandit☆25Updated 3 years ago
- ☆87Updated 5 years ago
- Causal Inference & Deep Learning, MIT IAP 2018☆89Updated 7 years ago
- Simulation code for reference with MABUC article: Bareinboim, Forney, & Pearl (2015)☆17Updated 9 years ago
- ☆11Updated 7 years ago
- Code for "Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models" (ICML 2019)☆45Updated 4 years ago
- Non-parametrics for Causal Inference☆49Updated 3 years ago
- Code for the Structural Agnostic Model (https://arxiv.org/abs/1803.04929)☆53Updated 4 years ago
- Uncertainty in Conditional Average Treatment Effect Estimation☆33Updated 4 years ago
- Code for "Neural causal learning from unknown interventions"☆104Updated 5 years ago
- (ICML2020) “Counterfactual Cross-Validation: Stable Model Selection Procedure for Causal Inference Models’’☆31Updated 2 years ago
- Data derived from the Linked Births and Deaths Data (LBIDD); simulated pairs of treatment assignment and outcomes; scoring code☆84Updated 7 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
- Implementation of Deep IV: A Flexible Approach for Counterfactual Prediction☆157Updated 4 years ago
- ☆22Updated last year
- Realistic benchmark for different causal inference methods. The realism comes from fitting generative models to data with an assumed caus…☆77Updated 4 years ago
- Deconfounding Reinforcement Learning in Observational Settings☆52Updated 6 years ago
- Replication code for the article "Learning Functional Causal Models with Generative Neural Networks"☆100Updated 6 years ago
- ☆18Updated last year
- Deep Markov Models☆133Updated 6 years ago
- Reimplementation of NOTEARS in Tensorflow☆33Updated 2 years ago
- ☆45Updated 3 years ago
- References at the Intersection of Causality and Reinforcement Learning☆89Updated 5 years ago
- ☆78Updated 5 years ago
- ☆30Updated 5 years ago
- A Python library for reinforcement learning using Bayesian approaches☆54Updated 10 years ago
- ☆37Updated 7 years ago
- Causal Effect Inference with Deep Latent-Variable Models☆343Updated 5 years ago
- ☆40Updated 6 years ago
- Deep Adaptive Design: Amortizing Sequential Bayesian Experimental Design☆36Updated 4 years ago