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
- Causal Mediation analysis☆11Aug 27, 2026Updated last week
- Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017☆21Jun 12, 2020Updated 6 years ago
- ☆28Mar 24, 2025Updated last year
- A sensitivity analysis package for causal effects☆12Mar 18, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- R package for nonparametric estimation of counterfactual survival functions and survival contrasts from right-censored data with an obser…☆13Jul 7, 2023Updated 3 years ago
- R package cfcausal☆32Dec 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
- Through MATLAB Computer Vision and Image Processing | Mathworks☆10Aug 18, 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 last month
- ☆10Sep 7, 2022Updated 3 years ago
- Notes, exercises and other materials related to causal inference, causal discovery and causal ML.☆166Aug 14, 2026Updated 3 weeks ago
- ☆14May 30, 2023Updated 3 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- 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.☆1,189Apr 21, 2026Updated 4 months ago
- Python implementation of the paper 'Outcome-Adaptive Lasso: Variable Selection for Causal Inference'☆17Jul 17, 2020Updated 6 years ago
- Used LSTM and Graph Attention Mechanism to detect the causal relationship in a sentence☆12May 14, 2023Updated 3 years ago
- 西瓜视频下载☆15Apr 30, 2024Updated 2 years ago
- 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
- A collection of visual guides to help applied scientists learn causal inference.☆307Sep 12, 2022Updated 3 years ago
- Boosting Synthetic Data Generation with Effective Nonlinear Causal Discovery☆17Sep 17, 2023Updated 2 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.
- 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
- Breast cancer prediction using causal Inference☆11Sep 17, 2021Updated 4 years ago
- Implementation of Poincare Embedding in PyTorch☆13Jul 27, 2017Updated 9 years ago
- Scrapes and processes ENAHO survey data from INEI (Peruvian government agency).☆35Mar 21, 2026Updated 5 months ago
- Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests☆21Jan 4, 2023Updated 3 years ago
- Illustrating how to publish battery data☆13May 27, 2025Updated last year
- ☆13Mar 25, 2023Updated 3 years ago
- ☆10Nov 15, 2015Updated 10 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Instructions for setting up a Deep Learning workstation using Linux (Ubuntu) and Docker☆11Dec 9, 2024Updated last year
- Taking causal inference to the extreme!☆34Dec 17, 2024Updated last year
- A Guide for Encode Categorical Variables, with implementations and examples in Python.☆11Sep 9, 2020Updated 5 years ago
- ☆38May 15, 2024Updated 2 years ago
- Contains the summaries and notes on a variety of DL papers/blogs☆12Jul 30, 2024Updated 2 years ago
- Exploration of using semi-supervised pre-training to improve convolutional neural network image segmentation performance on satellite ima…☆11Nov 30, 2019Updated 6 years ago
- Non-parametrics for Causal Inference☆52Mar 17, 2022Updated 4 years ago