JingyuHe / XBART
☆92Updated 4 months ago
Alternatives and similar repositories for XBART:
Users that are interested in XBART are comparing it to the libraries listed below
- Random Forests for Conditional Density Estimation☆41Updated 3 years ago
- Code for Shopper, a probabilistic model of shopping baskets☆52Updated 4 years ago
- ☆94Updated last year
- Bayesian Causal Forests☆43Updated 11 months ago
- Confidence sequences and uniform boundaries☆62Updated 5 months ago
- Tools for conformal inference in regression☆237Updated 7 months ago
- Quasi-Oracle Estimation of Heterogeneous Treatment Effects☆108Updated 4 years ago
- An R-Java Bayesian Additive Regression Trees implementation☆63Updated last year
- Pareto smoothed importance sampling (PSIS) and PSIS leave-one-out cross-validation for Python and Matlab/Octave☆76Updated last year
- Python implementation of the original R sensemakr package: https://github.com/carloscinelli/sensemakr☆51Updated 4 months ago
- Basic time series modeling with Stan and Pystan☆33Updated 7 years ago
- ☆42Updated 3 years ago
- R and python implementations of Accelerated Bayesian Causal Forest.☆25Updated 9 months ago
- An extension of CatBoost to probabilistic modelling☆142Updated last year
- Contextual Bandits in R - simulation and evaluation of Multi-Armed Bandit Policies☆80Updated 4 years ago
- Non-parametrics for Causal Inference☆44Updated 3 years ago
- Data for and description of the ACIC 2023 data competition☆32Updated last year
- Bayesian Additive Regression Trees For Python☆223Updated last year
- Repository for Introduction to Bayesian Estimation of Causal Effects☆61Updated 4 years ago
- Implementation of Deep IV: A Flexible Approach for Counterfactual Prediction☆156Updated 3 years ago
- Causal Inference using Bayesian Additive Regression Trees☆79Updated 7 months ago
- Code to run submissions for the Atlantic Causal Inference Competition☆42Updated 8 months ago
- Policy learning via doubly robust empirical welfare maximization over trees☆78Updated 10 months ago
- Stan models for state space time series☆145Updated 7 years ago
- Bayesian Regression Models in Pyro☆71Updated 8 months ago
- DEPRECATED. See new generalized random forest package for up-to-date implementation.☆53Updated 7 years ago
- R code for ''Bayesian method for causal inference in spatially-correlated multivariate time series''☆45Updated 4 years ago
- Inference case studies in jupyter☆93Updated 6 years ago
- Sufficient Representation for Categorical Variables https://arxiv.org/abs/1908.09874v1☆14Updated 5 years ago
- Distributional Random Forests (Cevid et al., 2020)☆43Updated last year