https://github.com/quantumblacklabs/causalnex

A Python library that helps data scientists to infer causation rather than observing correlation.
https://github.com/quantumblacklabs/causalnex

bayesian-inference bayesian-networks causal-inference causal-models causal-networks causalnex data-science machine-learning

Last synced: about 2 months ago
JSON representation

A Python library that helps data scientists to infer causation rather than observing correlation.

• Host: GitHub
• URL: https://github.com/quantumblacklabs/causalnex
• Owner: mckinsey
• License: other
• Created: 2019-12-12T15:26:09.000Z (almost 6 years ago)
• Default Branch: develop
• Last Pushed: 2024-06-26T08:22:56.000Z (over 1 year ago)
• Last Synced: 2025-08-17T05:18:16.945Z (about 2 months ago)
• Topics: bayesian-inference, bayesian-networks, causal-inference, causal-models, causal-networks, causalnex, data-science, machine-learning
• Language: Python
• Homepage: http://causalnex.readthedocs.io/
• Size: 22.8 MB
• Stars: 2,356
• Watchers: 50
• Forks: 270
• Open Issues: 35
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE.md
  • Code of conduct: CODE_OF_CONDUCT.md
  • Citation: CITATION.cff

Awesome Lists containing this project

• awesome-meteo - CausalNex - if" analysis using Bayesian Networks. (Uncategorized / Uncategorized)
• awesome-python-machine-learning-resources - GitHub - 17% open · ⏱️ 06.07.2022): (模型的可解释性)
• awesome-list - CausalNex - A Python library that helps data scientists to infer causation rather than observing correlation. (Causal Inference / Others)