CausalAI / what-ifLinks
教材 Causal Inference: What if 的编译和解读!
☆24Updated 5 years ago
Alternatives and similar repositories for what-if
Users that are interested in what-if are comparing it to the libraries listed below
Sorting:
- ☆40Updated 3 years ago
- 把因果思维融入机器学习中☆79Updated 5 years ago
- 因果推断相关论文、书籍☆51Updated 4 years ago
- ☆17Updated 5 years ago
- 🛠 How to Apply Causal ML to Real Scene Modeling?How to learn Causal ML?【✔从Causal ML到实际场景的Uplift建模】☆137Updated 2 years ago
- DoWhy是用于因果推断的Python库,它支持对因果假设进行显式建模和验证。DoWhy基于用于因果推理的统一语言,结合了因果图模型和潜结果框架。☆13Updated 5 years ago
- ☆10Updated 3 years ago
- EconML/CausalML KDD 2021 Tutorial☆161Updated last year
- Code for the WSDM '20 paper, Learning Individual Causal Effects from Networked Observational Data.☆75Updated 4 years ago
- Teaching Materials for Distributed Statistical Computing (大数据分布式计算教学材料)☆108Updated last year
- Some baselines for PCIC2021 Track 2: Causal Inference and Recommendation☆17Updated 2 years ago
- Multiple Response Uplift (or heterogeneous treatment effects) package that builds and evaluates tradeoffs with multiple treatments and mu…☆69Updated 2 months ago
- 机器学习白板推导系列笔记总结☆31Updated 5 years ago
- ☆27Updated 5 years ago
- ☆72Updated 4 years ago
- 💉📈 Dose response networks (DRNets) are a method for learning to estimate individual dose-response curves for multiple parametric treatm…☆88Updated 2 years ago
- The intuitiveness of the Bayesian A/B testing should make it more ubiquitous in the data realm☆11Updated 4 years ago
- Coursera斯坦福大学《Social and Economic Networks: Models and Analysis》课程笔记☆33Updated 6 years ago
- [ICLR 2021] Code for: Varying Coefficient Neural Network with Functional Targeted Regularization for Estimating Continuous Treatment Effe…☆78Updated 2 years ago
- Implementation of "Dynamic Causal Effects Evaluation in A/B Testing with a Reinforcement Learning Framework" (JASA 2023)☆31Updated last year
- 《Pattern Recognition and Machine Learning》阅读讨论班☆35Updated 6 years ago
- Fixedeffectmodel: panel data modeling in Python☆80Updated 3 years ago
- 因果推理&AB实验相关论文小书库☆235Updated 2 years ago
- A simple package about multi-task recommendation☆17Updated 4 years ago
- Materials Collection for Causal Inference☆47Updated 2 years ago
- Bayesian network structure learning☆18Updated 3 years ago
- Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes☆62Updated 10 months ago
- Code for NeurIPS 2020 paper: "Estimating the Effects of Continuous-valued Interventions using Generative Adversarial Networks" by I. Bica…☆30Updated 4 years ago
- SIR and SEIR model fitting for 2019-nCoV.☆42Updated 5 years ago
- Seminar on Limitations of Interpretable Machine Learning Methods☆57Updated 4 years ago