CarlCypress / Causal_Inference_in_Statistics_A_PrimerLinks
Causal Inference in Statistics: A Primer(翻译版)
☆19Updated last week
Alternatives and similar repositories for Causal_Inference_in_Statistics_A_Primer
Users that are interested in Causal_Inference_in_Statistics_A_Primer are comparing it to the libraries listed below
Sorting:
- ☆35Updated 2 months ago
- Reinforcement Learning Short Course☆76Updated last week
- Here is a list of papers related to causal reinforcement learning, and I hope you can submit relevant missing papers in the issue.☆18Updated last year
- CausalDisco contains baseline algorithms and analytics tools for Causal Discovery. The package can be installed by running `pip install C…☆16Updated last year
- Code for the causal benchmark library☆12Updated 5 months ago
- Python implementation of Entropy Balancing for binary and continuous treatment☆20Updated 3 years ago
- ☆23Updated 3 years ago
- Implementation of "Does the Markov Decision Process Fit the Data: Testing for the Markov Property in Sequential Decision Making”(ICML 202…☆14Updated 4 years ago
- A curated list of causal reinforcement learning resources.☆98Updated last year
- Causality with machine learning, topic including causal represenation learning, causal reinforcement learning☆11Updated 4 years ago
- Repository for the ISU Causal Inference Working Group☆12Updated last year
- Implementation of "Dynamic Causal Effects Evaluation in A/B Testing with a Reinforcement Learning Framework" (JASA 2023)☆32Updated last year
- Convolution Smoothed Quantile Regression☆18Updated 10 months ago
- ☆26Updated last year
- ☆11Updated 3 years ago
- Code for Colangelo and Lee (2025)☆14Updated 6 months ago
- Materials Collection for Causal Inference☆47Updated 2 years ago
- Deep universal probabilistic programming with Python and PyTorch☆12Updated 5 years ago
- Notebooks for Applied Causal Inference Powered by ML and AI☆129Updated 5 months ago
- code for BINOCULARS and Multi-Step BO☆12Updated 4 years ago
- Online Convex Optimization algorithms in Python☆12Updated 3 years ago
- Course materials for Advanced Topics in Statistical Learning, Spring 2023☆47Updated last month
- Course materials for Advanced Topics in Statistical Learning, Spring 2024☆23Updated last month
- ☆45Updated 3 years ago
- ☆10Updated 2 years ago
- An optimization-based algorithm to accurately estimate the causal effects and robustly predict under distribution shifts. It leverages th…☆14Updated last year
- Accompanying code for our NeurIPS 2019 paper☆12Updated 5 years ago
- A collection of economics and finance papers that adopt reinforcement learning as a solution method.☆86Updated 3 months ago
- Multi-task end-to-end predict-then-optimize☆12Updated 2 years ago
- Code for the paper "Causal Transformer for Estimating Counterfactual Outcomes"☆153Updated last year