Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
awesome-causal-inference
https://github.com/ksseono/awesome-causal-inference
- The Book of Why: The New Science of Cause and Effect
- Counterfactuals and Causal Inference: Methods and Principles for Social Research (Analytical Methods for Social Research) 2nd Edition
- Elements of Causal Inference
- 의학 및 사회과학 연구를 위한 통계적 인과 추론
- Causal Inference: The Mixtape
- Causal Inference: What If
- Introduction to Causal Inference, 2020
- Getting Started with Causal Inference
- Causal Reinforcement Learning (CRL)
- Causal Diagrams: Draw Your Assumptions Before Your Conclusions
- 코로나19의 사회과학
- Online Causal Inference Seminar
- DAGs with NO TEARS - structure learning
- CausalNex
- Introducing CausalNex — Driving Models Which Respect Cause And Effect
- Causal ML: A Python Package for Uplift Modeling and Causal Inference with ML
- Uplift Modeling for Multiple Treatments with Cost Optimization
- Econ ML
- DoWhy
- CausalImpact
- 인과관계를 찾아서 1
- 인과관계를 찾아서 2
- 인과관계를 찾아서 3: 도구변수
- 인과관계를 찾아서 4: 이중차분법
- 도메인 지식이 결여된 인과 추정이 위험한 이유
- 인과추론 분석 설계에서 도메인 지식이 필요한 이유
- 게임 플레이어는 좋은 아이템을 획득하면 게임을 더 열심히 하게 될까?
- Causality and Machine Learning
- Causal Inference : Primer (2019-06-01 잔디콘)
- The Book of Why 정리
- imirzadeh/awesome-causal-inference
- matthewvowels1/Awesome-Causal-Inference
- tangxiangru/awesome-causal-inference
- jonghkim/awesome-machine-learning-management-research