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Search results for bayesian causal inference

causal-inference x

13 search results found

Pgmpy ⭐ 2,551

Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.

Causalimpact ⭐ 1,484

An R package for causal inference in time series

Causal_impact ⭐ 141

Python package for causal inference using Bayesian structural time-series models.

Bartcause ⭐ 60

Causal Inference using Bayesian Additive Regression Trees

Inference in Bayesian Belief Networks using Probability Propagation in Trees of Clusters (PPTC) and Gibbs sampling

Causality ⭐ 35

In which I play with the ideas surrounding causality

Today I Learned

Bayesian Multivariate Time Series Causal Inference ⭐ 26

R code for ''Bayesian method for causal inference in spatially-correlated multivariate time series''

Causal Bayes ⭐ 13

A paper about causal inference with Bayesian modeling

BWMR (Bayesian Weighted Mendelian Randomization)

Atlantic Causal 2017 ⭐ 8

Targeted Learning entry in the Atlantic Causal Inference Conference's 2017 competition

The Effect Notes ⭐ 8

Notes on learning causal inference from "The Effect" by Nick Huntington-Klein.

Temporal Dynamics Of Bci ⭐ 5

Source code for research article: "To integrate or not to integrate: Temporal dynamics of hierarchical Bayesian Causal Inference"

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1-13 of 13 search results

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