Incentivizing the production of the Universal Distribution from turing tape output using a mutual credit system

This project provide a new method to infer the causal structure among genes. Characterize genes into Causal/effect genes.

An MLPMIxer adapted for causality

ESA-2SCM for Causal Discovery: Causal Modeling with Elastic Segmentation-based Synthetic Instrumental Variable

scmopy: Distribution-Agnostic Structural Causal Models Optimization in Python

Identifiability of AMP chain graph

Learning causal inference models, frameworks, IPTW and causal ML approaches

Python package for CITS algorithm: Causal inference from time series data

Basic experimental set-up for the comparison of causal structure learning algorithms as shown in "Beware of the Simulated DAG".

A broadcast middleware service delivering messages in a causal order

Hume's Guillotine: Beheading the social pseudo-sciences with the Algorithmic Information Criterion for CAUSAL model selection.

Tutorials for the synthetic control method for causal inference using PyMC

A Powerful Python Library for Causal Inference

Code library for training causal inference deep learning models with automatic hyperparameter optimization written in Tensorflow 2.

This R package is based on the work presented in A. Jérolon et al., "Causal mediation analysis in presence of multiple mediators uncausally related".The work allowing multiple mediation analyzes with a survival outcome was largely developed with Arce Domingo. This work is presented in Domingo-Relloso et al., "Causal mediation for uncausally relate

dosearch: R Package for Identifying General Causal Queries

cfid: R package for identifying counterfactuals.

MR-link and genome integration. genome_integration is a repository for the analysis of genomic data. Specifically, the repository implements the causal inference method MR-link, as well as other Mendelian randomization methods.

[SDM'23] ML4C: Seeing Causality Through Latent Vicinity

Code for paper "A method for detecting causal relationships between industrial alarm variables using Transfer entropy and K2-Algorithm"