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py-why/EconML

A toolkit for automated causal inference and econometric analysis, combining machine learning and econometrics.

4.5K
Active
Jupyter Notebook
ML Ops
Caching
Python
#causal-inference#econometrics#machine-learning

mckinsey/causalnex

A Python library to help data scientists infer causation from data rather than just observing correlation.

2.4K
Archived
Python
Machine Learning Ops
Caching
Python
#causal-inference#bayesian-networks#data-science

itamarst/eliot

Eliot is a Python logging library that provides detailed causality analysis and tracing for complex distributed systems.

1.2K
Active
Python
API Frameworks
Tracing
Twisted
#logging#causality-analysis#tracing

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