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Description
Add a case study about a multi-state causal discovery process on the Kaggle Sepsis Data
- Stage
- Load data
- Rank features
- Stage
- Discovery causal relatioins in data
- Translate causal relations into Causaloids / Causal Collections
- Stage
- Build Causal model with DeepCausality
- Test and validate causal model
Sepsis Data:
https://www.kaggle.com/datasets/salikhussaini49/prediction-of-sepsis
CDL / Causal Discovery langu:
https://github.com/deepcausality-rs/deep_causality/tree/main/deep_causality_discovery
SURD publication:
https://arxiv.org/pdf/2505.10878
mfreeman451
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