Updated 11 months ago

pycid • Rank 11.0 • Science 67%

Library for graphical models of decision making, based on pgmpy and networkx

Updated 11 months ago

nl-causal-representations • Rank 6.1 • Science 67%

This is the code for the paper Jacobian-based Causal Discovery with Nonlinear ICA, demonstrating how identifiable representations (particularly, with Nonlinear ICA) can be used to extract the causal graph from an underlying structural equation model (SEM).

Updated 11 months ago

pywhy-graphs • Rank 11.6 • Science 44%

[Experimental] Causal graphs that are networkx-compliant for the py-why ecosystem.

Updated 11 months ago

dodiscover • Science 44%

[Experimental] Global causal discovery algorithms

Updated 11 months ago

Causality-in-Trustworthy-Machine-Learning • Science 67%

The repository contains lists of papers on causality and how relevant techniques are being used to further enhance deep learning era computer vision solutions.

Updated 11 months ago

RecursiveCausalDiscovery • Science 54%

Recursive causal discovery with Julia

Updated 11 months ago

unicorn • Science 67%

A Framework for Reasoning about System Performance using Causal AI