Causality and (Graph) Neural Networks

▬▬ Resources/Papers ▬▬▬▬▬▬▬
Causality Introduction:
- www.inference.vc/untitled/
- www.causalflows.com/structura...
- towardsdatascience.com/causal...
- developpaper.com/causal-infer...
- changliu00.github.io/static/c...
Causal Discovery:
- towardsdatascience.com/causal...
Books (these are affiliate links):
- Book of Why: amzn.to/3xxjROc
- Causal Inference: amzn.to/3H428Rk
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▬▬ Timestamps ▬▬▬▬▬▬▬▬▬▬▬
00:00 Introduction
00:20 Causal Inference Basics
08:32 Recommended Resources
08:46 Connecting Neural Networks with Structural Causal Models
10:53 GNNs and SCMs
14:36 More Research with Causality
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