StochasticTree / stochtreeLinks
Stochastic tree ensembles (BART / XBART) for supervised learning and causal inference
☆69Updated last 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 2 weeks ago
- Python library for confidence sequences, sequential testing, e-processes, e-values, and game-theoretic probability.☆80Updated last week
- Python implementation of the original R sensemakr package: https://github.com/carloscinelli/sensemakr☆57Updated 8 months ago
- Data for and description of the ACIC 2023 data competition☆32Updated 2 years ago
- This is the repository for the Python library mlsynth☆56Updated last month
- Bayesian Causal Forests☆53Updated last year
- R and python implementations of Accelerated Bayesian Causal Forest.☆25Updated last year
- MetaLearners for CATE estimation☆48Updated this week
- A Beginner's Guide to State Space Modeling☆26Updated 2 months ago
- ☆92Updated 3 weeks ago
- Univariate and multivariate time series forecasting, with uncertainty quantification (Python & R)☆13Updated last month
- Easily combine predictions from multiple Bayesian models using techniques including (pseudo) Bayesian model averaging, hierarchical stack…☆37Updated last month
- Delicatessen: the Python one-stop sandwich (variance) shop 🥪☆30Updated this week
- Bayesian Conjugate Models in Python☆37Updated last week
- code and demo for hierarchical stacking paper☆10Updated 4 years ago
- That's weird: Anomaly detection using R☆43Updated last week
- Conformal Time Series Forecasting Using State of Art Machine Learning Algorithms☆29Updated this week
- Methods and tools for multistep-ahead time series conformal prediction.☆44Updated 3 weeks ago
- An R package for computing asymmetric Shapley values to assess causality in any trained machine learning model☆74Updated 5 years ago
- Econometrics on the GPU (and CPU) via JAX☆17Updated 6 months ago
- ☆135Updated last week
- R package for Adaptive Conformal Inference☆17Updated last year
- R package cfcausal☆33Updated 3 years ago
- Rlgt is an R package for Bayesian Exponential Smoothing☆22Updated 9 months ago
- ☆96Updated 2 years ago
- difference-in-differences in Python☆107Updated 2 years ago
- Prediction and inference procedures for synthetic control methods with multiple treated units and staggered adoption.☆39Updated 7 months ago
- Lecture Notes on Statistical Inference☆77Updated last year
- A Python package with explanation methods for extraction of feature interactions from predictive models☆33Updated 2 years ago
- Unstructured Code with interesting analysis☆36Updated last year