CausalInference

A few notebooks about causality and causal inference:

Do-Calculus: a notebook discussing do-calculus rules and showing simple applications.
Causal Inference: an illustration of counterfactual inference following Ferenc Huszar example.
Causal Inference - Probability of Necessity: an illustration in computing the probability of necessity.
Causal Inference - Probability of Necessity and Sufficiency: an illustration in computing the probability of necessity and sufficiency.
Scenarios of confounding: a long notebook going through various examples and scenarios of confounding.
Causality In Practice - Causal Discovery: an illustration of causal discovery on synthetic data.

Name		Name	Last commit message	Last commit date
Latest commit History 11 Commits
.ipynb_checkpoints		.ipynb_checkpoints
.gitignore		.gitignore
Causal Inference - Probability of Necessity and Sufficiency.ipynb		Causal Inference - Probability of Necessity and Sufficiency.ipynb
Causal Inference - Probability of Necessity.ipynb		Causal Inference - Probability of Necessity.ipynb
Causal Inference.ipynb		Causal Inference.ipynb
Causality In Practice - Causal Discovery.ipynb		Causality In Practice - Causal Discovery.ipynb
Do-Calculus.ipynb		Do-Calculus.ipynb
LICENSE		LICENSE
README.md		README.md
Scenarios of Confounding.ipynb		Scenarios of Confounding.ipynb

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