Metadata-Version: 2.1
Name: iscan-dag
Version: 0.0.2
Summary: Implementation of the iSCAN algorithm for detecting distribution shifts
Author-email: Kevin Bello <kbello@cs.cmu.edu>, Tianyu Chen <tianyuchen@utexas.edu>
License: Apache 2.0
Project-URL: Repository, https://github.com/kevinsbello/iscan
Project-URL: Documentation, https://iscan-dag.readthedocs.io/en/latest/
Project-URL: Issues, https://github.com/kevinsbello/iscan/issues
Keywords: iscan,distribution shifts,causal mechanisms,bayesian networks,structure learning,difference network
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Operating System :: OS Independent
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Intended Audience :: Science/Research
Classifier: Development Status :: 3 - Alpha
Requires-Python: >=3.6
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: numpy
Requires-Dist: scikit-learn
Requires-Dist: torch
Requires-Dist: rpy2
Requires-Dist: GPy
Requires-Dist: kneed
Requires-Dist: igraph

# Identifying Causal Mechanism Shifts among Nonlinear Additive Noise Models

Code to be released soon.
