causality topic
eliot
Eliot: the logging system that tells you *why* it happened
InvariantCausal.jl
Causal Inference with Invariant Prediction
causeinfer
Machine learning based causal inference/uplift in Python
CausalDiscoveryToolbox
Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.
pgmpy
Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.
awesome-causality-algorithms
An index of algorithms for learning causality with data
Generalization-Causality
关于domain generalization，domain adaptation，causality，robutness，prompt，optimization，generative model各式各样研究的阅读笔记
pyphi
A toolbox for integrated information theory.
EconML
ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goal...
TCDF
Temporal Causal Discovery Framework (PyTorch): discovering causal relationships between time series