StochasticTree / stochtreeLinks
Stochastic tree ensembles (BART / XBART) for supervised learning and causal inference
☆66Updated this week
Alternatives and similar repositories for stochtree
Users that are interested in stochtree are comparing it to the libraries listed below
Sorting:
- Distributional Random Forests (Cevid et al., 2020)☆45Updated last month
- Data for and description of the ACIC 2023 data competition☆32Updated 2 years ago
- Python library for confidence sequences, sequential testing, e-processes, e-values, and game-theoretic probability.☆79Updated this week
- ☆91Updated this week
- Python implementation of the original R sensemakr package: https://github.com/carloscinelli/sensemakr☆56Updated 8 months ago
- Bayesian Conjugate Models in Python☆36Updated last week
- An R package for computing asymmetric Shapley values to assess causality in any trained machine learning model☆74Updated 5 years ago
- MetaLearners for CATE estimation☆49Updated this week
- Bayesian Causal Forests☆52Updated last year
- This is the repository for the Python library mlsynth☆54Updated last week
- code and demo for hierarchical stacking paper☆10Updated 4 years ago
- ☆134Updated this week
- A Beginner's Guide to State Space Modeling☆25Updated last month
- R package for Adaptive Conformal Inference☆17Updated last year
- Delicatessen: the Python one-stop sandwich (variance) shop 🥪☆30Updated 3 weeks ago
- R and python implementations of Accelerated Bayesian Causal Forest.☆25Updated last year
- Methods and tools for multistep-ahead time series conformal prediction.☆44Updated 3 weeks ago
- Causal Inference using Bayesian Additive Regression Trees☆84Updated 5 months ago
- Educational resources☆105Updated 4 years ago
- Tools for conformal inference in regression☆251Updated last year
- Univariate and multivariate time series forecasting, with uncertainty quantification (Python & R)☆13Updated 3 weeks ago
- That's weird: Anomaly detection using R☆43Updated this week
- ☆93Updated last year
- Rlgt is an R package for Bayesian Exponential Smoothing☆22Updated 8 months ago
- Confidence sequences and uniform boundaries☆75Updated last week
- scikit-learn compatible Python bindings for ranger C++ random forest library☆55Updated 2 years ago
- Dimension Reduction Methods for Multivariate Time Series☆61Updated 7 months ago
- causal-falsify: A Python library with algorithms for falsifying unconfoundedness assumption in a composite dataset from multiple sources.☆36Updated last month
- Repository for Introduction to Bayesian Estimation of Causal Effects☆68Updated 5 years ago
- Easily combine predictions from multiple Bayesian models using techniques including (pseudo) Bayesian model averaging, hierarchical stack…☆37Updated 3 weeks ago