vub-dl / u-cmabLinks
Uplifted Contextual Multi-Armed Bandit
☆19Updated 3 years ago
Alternatives and similar repositories for u-cmab
Users that are interested in u-cmab are comparing it to the libraries listed below
Sorting:
- Causal Simulations for Uplift Modeling☆12Updated 5 years ago
- (ICML2020) “Counterfactual Cross-Validation: Stable Model Selection Procedure for Causal Inference Models’’☆31Updated 2 years ago
- ☆17Updated 5 years ago
- 🪜 Bayesian Hierarchical Models at Scale☆52Updated 3 years ago
- Project on Causal Machine learning CS 7290☆16Updated 5 years ago
- Data derived from the Linked Births and Deaths Data (LBIDD); simulated pairs of treatment assignment and outcomes; scoring code☆83Updated 7 years ago
- 💉📈 Dose response networks (DRNets) are a method for learning to estimate individual dose-response curves for multiple parametric treatm…☆88Updated 2 years ago
- ☆22Updated 2 years ago
- Multi-Armed Bandit algorithms applied to the MovieLens 20M dataset☆56Updated 4 years ago
- ☆39Updated 6 years ago
- Multiple Response Uplift (or heterogeneous treatment effects) package that builds and evaluates tradeoffs with multiple treatments and mu…☆69Updated 2 months ago
- Predicting treatment effects from RCTs (Circulation: CQO 2019).☆10Updated 3 years ago
- Code for Shopper, a probabilistic model of shopping baskets☆52Updated 4 years ago
- ☆16Updated 11 months ago
- 💊 Comparing causality methods in a fair and just way.☆139Updated 5 years ago
- Structural Causal Bandit☆24Updated 3 years ago
- Implementation of algorithms from the paper "Globally-Consistent Rule-Based Summary-Explanations for Machine Learning Models: Application…☆25Updated 3 years ago
- Code for Quantifying Ignorance in Individual-Level Causal-Effect Estimates under Hidden Confounding☆22Updated 2 years ago
- Estimators to perform off-policy evaluation☆13Updated 9 months ago
- Online Ranking with Multi-Armed-Bandits☆18Updated 3 years ago
- ☆18Updated 7 years ago
- Code for NeurIPS 2020 paper: "Estimating the Effects of Continuous-valued Interventions using Generative Adversarial Networks" by I. Bica…☆30Updated 4 years ago
- Non-stationary Off-policy Evaluation☆13Updated 6 years ago
- ☆18Updated 4 years ago
- Distributional Gradient Boosting Machines☆27Updated 2 years ago
- This repository captures source code and data sets for our paper at the Causal Discovery & Causality-Inspired Machine Learning Workshop a…☆61Updated 10 months ago
- ☆11Updated 6 years ago
- CEVAE with VampPrior☆11Updated 6 years ago
- Software and pre-processed data for "Using Embeddings to Correct for Unobserved Confounding in Networks"☆56Updated 2 years ago
- ☆9Updated 4 years ago