causal-discovery topic

Next generation of automated data exploratory analysis and visualization platform.

Kanaries

Code for the paper "Estimating Transfer Entropy via Copula Entropy"

majianthu

Code for the paper: Amortized Causal Discovery: Learning to Infer Causal Graphs from Time-Series Data

loeweX

ACRE: Abstract Causal REasoning Beyond Covariation

WellyZhang

Active Bayesian Causal Inference (Neurips'22)

chritoth

A Snakemake workflow to run and benchmark structure learning (a.k.a. causal discovery) algorithms for probabilistic graphical models.

felixleopoldo

Amortized Inference for Causal Structure Learning, NeurIPS 2022

larslorch

Python package for causal discovery based on LiNGAM.

cdt15

A Python 3 package for learning Bayesian Networks (DAGs) from data. Official implementation of the paper "DAGMA: Learning DAGs via M-matrices and a Log-Determinant Acyclicity Characterization"

kevinsbello

Toolkit of Causal Model-based Reinforcement Learning.

polixir