This course is an overview of applied causal inference.
☆57May 26, 2025Updated 11 months ago
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
- Tutorial_Computational_Causal_Inference_Estimators☆38Oct 29, 2021Updated 4 years ago
- ☆27Mar 24, 2025Updated last year
- R code to the 2022 edition of the 30 Day Chart Challenge☆10Aug 25, 2022Updated 3 years ago
- ☆18Nov 18, 2021Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- 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
- Code for RStudio Shiny videos☆12Jun 8, 2022Updated 3 years ago
- Code repository for the paper : Causal thinking for decision making on Electronic Health Records: why and how☆25Nov 10, 2023Updated 2 years ago
- Workshop materials for "Designing ggplots"☆14Nov 23, 2019Updated 6 years ago
- This repository contains code examples for several methods in a Causal Inference in RCTs short course.☆27Aug 1, 2025Updated 9 months ago
- A public repo to share methylation risk scores (MRS) derived from UCLA's electronic health records.☆11Aug 25, 2022Updated 3 years ago
- This is a repository where you will find my contributions to the #30DayChartChallenge, a competition that takes place every year in April…☆12Nov 30, 2025Updated 5 months ago
- Causal Mediation analysis☆10May 12, 2026Updated last week
- ☆14May 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.
- ☆10Sep 7, 2022Updated 3 years ago
- A curated list of causal inference libraries, resources, and applications.☆1,148Apr 21, 2026Updated last month
- ☆34Feb 4, 2026Updated 3 months ago
- Notes, exercises and other materials related to causal inference, causal discovery and causal ML.☆162May 15, 2026Updated last week
- Python implementation of the paper 'Outcome-Adaptive Lasso: Variable Selection for Causal Inference'☆17Jul 17, 2020Updated 5 years ago
- Used LSTM and Graph Attention Mechanism to detect the causal relationship in a sentence☆12May 14, 2023Updated 3 years ago
- A collection of visual guides to help applied scientists learn causal inference.☆300Sep 12, 2022Updated 3 years ago
- ☆11Nov 3, 2023Updated 2 years ago
- R package to implement high-dimensional confounding adjustment using continuous spike and slab priors☆10Jan 13, 2020Updated 6 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.
- 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 2 years ago
- Code for ICML 2021 paper "Regularizing towards Causal Invariance: Linear Models with Proxies" (ICML 2021)☆11Mar 14, 2022Updated 4 years ago
- A Python package for modular causal inference analysis and model evaluations☆814May 7, 2026Updated 2 weeks ago
- ☆12May 15, 2025Updated last year
- Implementation of Poincare Embedding in PyTorch☆13Jul 27, 2017Updated 8 years ago
- libpower is a Rust library containing algorithms commonly used in power electronics systems, targeted for use in embedded systems☆13Apr 20, 2026Updated last month
- Simulations for predictive model selection in causal inference☆13Jan 16, 2025Updated last year
- Breast cancer prediction using causal Inference☆11Sep 17, 2021Updated 4 years ago
- Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests☆20Jan 4, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- A collection of tips for writing a PhD thesis☆19Jun 21, 2017Updated 8 years ago
- A package for performing time series classification in Weka.☆10Aug 16, 2023Updated 2 years ago
- Taking causal inference to the extreme!☆34Dec 17, 2024Updated last year
- The Causal Rule Ensemble Method☆15Oct 20, 2024Updated last year
- ☆13Mar 25, 2023Updated 3 years ago
- Information Value CRAN Pkg: Performance Analysis and companion functions that aid binary classification models like that of logistic regr…☆17Sep 7, 2021Updated 4 years ago
- Contains the summaries and notes on a variety of DL papers/blogs☆12Jul 30, 2024Updated last year