This course is an overview of applied causal inference.
☆62May 26, 2025Updated last year
Alternatives and similar repositories for Applied_Causal_Inference_Course
Users that are interested in Applied_Causal_Inference_Course are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An awesome list of Causality and Machine Learning related papers, books and other resources.☆12Nov 13, 2023Updated 2 years ago
- ☆44Jun 8, 2025Updated last year
- Tutorial_Computational_Causal_Inference_Estimators☆39Oct 29, 2021Updated 4 years ago
- Causal Mediation analysis☆11Updated this week
- Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017☆21Jun 12, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- R code to the 2022 edition of the 30 Day Chart Challenge☆10Aug 25, 2022Updated 4 years ago
- Code for RStudio Shiny videos☆12Jun 8, 2022Updated 4 years ago
- A primer on using the 'synthpop' package for the biobehavioral sciences☆11Mar 31, 2020Updated 6 years ago
- R package cfcausal☆31Dec 6, 2022Updated 3 years ago
- A Python library that implements scoring utilities, analysis strategies, and visualization methods which can serve uplift modeling use-ca…☆24Mar 1, 2023Updated 3 years ago
- Bounding causal effects in general (continuous, non-additive) instrumental variable models.☆14Jul 6, 2023Updated 3 years ago
- This repository contains code examples for several methods in a Causal Inference in RCTs short course.☆28Jul 6, 2026Updated 2 months ago
- Code repository for the paper : Causal thinking for decision making on Electronic Health Records: why and how☆25Nov 10, 2023Updated 2 years ago
- ☆11Oct 30, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Notes, exercises and other materials related to causal inference, causal discovery and causal ML.☆166Aug 14, 2026Updated last month
- ☆10Sep 7, 2022Updated 4 years ago
- ☆14Mar 28, 2024Updated 2 years ago
- ☆14May 30, 2023Updated 3 years ago
- CXR-ACGAN: Auxiliary Classifier GAN (AC-GAN) for Chest X-Ray (CXR) Images Generation (Pneumonia, COVID-19 and healthy patients) for the p…☆12Jun 14, 2023Updated 3 years ago
- A curated list of causal inference libraries, resources, and applications.☆1,192Apr 21, 2026Updated 5 months ago
- A Causal Decision Tree algorithm for causality inference with continuous variables☆23Jan 15, 2021Updated 5 years ago
- Python implementation of the paper 'Outcome-Adaptive Lasso: Variable Selection for Causal Inference'☆17Jul 17, 2020Updated 6 years ago
- 西瓜视频下载☆15Apr 30, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Code to run submissions for the Atlantic Causal Inference Competition☆46Aug 14, 2024Updated 2 years ago
- R package to implement high-dimensional confounding adjustment using continuous spike and slab priors☆10Jan 13, 2020Updated 6 years ago
- ☆13May 15, 2025Updated last year
- libpower is a Rust library containing algorithms commonly used in power electronics systems, targeted for use in embedded systems☆13Aug 6, 2026Updated last month
- ☆11Nov 3, 2023Updated 2 years ago
- ☆11Nov 4, 2016Updated 9 years ago
- Simulations for predictive model selection in causal inference☆13Jan 16, 2025Updated last year
- Code for ICML 2021 paper "Regularizing towards Causal Invariance: Linear Models with Proxies" (ICML 2021)☆11Mar 14, 2022Updated 4 years ago
- Boosting Synthetic Data Generation with Effective Nonlinear Causal Discovery☆17Sep 17, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Breast cancer prediction using causal Inference☆11Sep 17, 2021Updated 5 years ago
- Implementation of Poincare Embedding in PyTorch☆13Jul 27, 2017Updated 9 years ago
- Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests☆21Jan 4, 2023Updated 3 years ago
- A package for performing time series classification in Weka.☆10Aug 16, 2023Updated 3 years ago
- ifedtree: tree-based federated learning for heterogeneous model harmonization (ICML 2022)☆14Mar 23, 2023Updated 3 years ago
- A collection of tips for writing a PhD thesis☆19Jun 21, 2017Updated 9 years ago
- Illustrating how to publish battery data☆13May 27, 2025Updated last year