cran / bnlearnLinks
This is a read-only mirror of the CRAN R package repository. bnlearn — Bayesian Network Structure Learning, Parameter Learning and Inference. Homepage: https://www.bnlearn.com/
☆60Updated 7 months ago
Alternatives and similar repositories for bnlearn
Users that are interested in bnlearn are comparing it to the libraries listed below
Sorting:
- Causal Inference using Bayesian Additive Regression Trees☆81Updated last week
- R Wrapper for Tetrad Library☆35Updated 11 months ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆59Updated 9 months ago
- Simulating Longitudinal and Network Data with Causal Inference Applications☆70Updated last year
- ☆95Updated last year
- causaleffect: R package for identifying causal effects.☆33Updated 2 years ago
- iterative Random Forests (iRF): iteratively grows weighted random forests, finds interaction among features☆47Updated 4 years ago
- An R-Java Bayesian Additive Regression Trees implementation☆62Updated last year
- Discrete Bayesian Additive Regression Trees Sampler☆59Updated 4 months ago
- ☆44Updated 2 years ago
- Methods for heterogeneous treatment effect estimation☆24Updated 3 years ago
- Bayesian Causal Forests☆48Updated last year
- Explaining the output of machine learning models with more accurately estimated Shapley values☆164Updated this week
- Drawing graphical models for causal inference using LaTeX☆117Updated 2 years ago
- Gaussian dynamic Bayesian networks structure learning and inference based on the bnlearn package☆57Updated last year
- Repository for Introduction to Bayesian Estimation of Causal Effects☆67Updated 4 years ago
- Projection predictive variable selection☆112Updated last month
- Implementing MCMC sampling from scratch in R for various Bayesian models☆109Updated last year
- Variable importance through targeted causal inference, with Alan Hubbard☆57Updated 2 months ago
- Compute SHAP values for your tree-based models using the TreeSHAP algorithm☆88Updated last year
- A unified interface for the estimation of causal networks☆22Updated 5 years ago
- Code to run submissions for the Atlantic Causal Inference Competition☆42Updated 11 months ago
- ☆34Updated 3 years ago
- Quasi-Oracle Estimation of Heterogeneous Treatment Effects☆113Updated 4 years ago
- ☆42Updated 4 years ago
- Non-parametric Causal Effects Based on Modified Treatment Policies☆74Updated 2 weeks ago
- ☆31Updated 2 months ago
- Distributional Random Forests (Cevid et al., 2020)☆44Updated 2 years ago
- The msm R package for continuous-time multi-state modelling of panel data☆62Updated last month
- shinyBN: An online application for interactive Bayesian network inference and visualization☆45Updated 2 years ago