Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
awesome-casual-inference
https://github.com/youngmihuang/awesome-casual-inference
- 因果革命 | The Book of Why - Judea Pearl ; 2019.
- [Tutorial
- [Tutorial
- Amit Sharma - tutorial/) |
- [Website - Prof. @UCLA. Probabilistic and causal reasoning, create the causaul diagrams to research casual effect.
- [Website - Prof. @UC Berkley. Causal Inference.
- [Website - Phd student in causal inference and machine learning at [Mila - Quebec AI Institute](https://mila.quebec/en/mila/) , co-advised by [Ioannis Mitliagkas](http://mitliagkas.github.io/) and [Yoshua Bengio](https://mila.quebec/en/yoshua-bengio/). (2020)
- dowhy
- causalml
- statsmodels
- awesome-causality-algorithms
- [GitBook - 統計筆記, bayesian statistics (94-103), causal inference (106-112)
- [Website - 統計推斷, 貝葉斯學派.
- [Blog - Yishi Lin.
- [Blog - 因果推斷簡介系列文