flexCausal is a flexible and robust tool for estimating causal effects via double de-biased ML using observational data, where the relationships between observed and unmeasured variables can be specified via DAGs with hidden variables. The package implements one-step corrected plug-in and TMLE estimators.
☆11Mar 19, 2026Updated 7 months ago
Alternatives and similar repositories for flexCausal
Users that are interested in flexCausal are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- General targeted machine learning for modern causal mediation analysis☆13May 4, 2026Updated 6 months ago
- Causal machine learning pipeline using tlverse/sl3☆13Apr 17, 2026Updated 6 months ago
- Additional functions for the SuperLearner R package. A collection of mostly wrapper functions that might be useful for the SuperLearner b…☆20Feb 12, 2024Updated 2 years ago
- [ICLR 2024] Federated Causal Discovery from Heterogeneous Data☆13Feb 20, 2024Updated 2 years ago
- Autonomous Research Manuscript Skills — domain-agnostic pipeline for academic paper production with Claude Code☆36Oct 19, 2026Updated 2 weeks 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.
- Super learning of conditional survival functions with right-censored time-to-event outcomes in discrete or continuous time.☆16Dec 9, 2024Updated last year
- Code to reproduce the experiments from the paper "Self-Compatibility: Evaluating Causal Discovery without Ground Truth"☆12Mar 9, 2024Updated 2 years ago
- An Alternative Implementation of Entropy Balancing Weights For Estimating Causal Effects☆11Jul 28, 2021Updated 5 years ago
- Tools for Flexible Survival Analysis Using Machine Learning☆18Dec 8, 2025Updated 10 months ago
- Measure Memory and CPU Usage of R Code☆22Jun 21, 2025Updated last year
- ☆15Nov 21, 2024Updated last year
- Generalized Bayesian Additive Regression Trees☆17Oct 18, 2026Updated 2 weeks ago
- R code for implementation of the simulation study described in the paper: "Causal inference in survival analysis using longitudinal obse…☆14Oct 1, 2023Updated 3 years ago
- NeuralDMD for Imaging from Sparse Observations☆12Jul 9, 2025Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- 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
- Adaptive debiased machine learning of treatment effects with the highly adaptive lasso☆15Feb 28, 2025Updated last year
- Lightweight run-time level sandboxing for java☆21Jun 17, 2025Updated last year
- R package that simulates data suitable for fitting Marginal Structural Model.☆13Sep 26, 2022Updated 4 years ago
- Simulations for predictive model selection in causal inference☆13Jan 16, 2025Updated last year
- Adjustment Identification Distance: A gadjid for Causal Structure Learning☆17Apr 23, 2026Updated 6 months ago
- ☆13Sep 12, 2026Updated last month
- ☆14Oct 29, 2026Updated last week
- ACM CHIL 2021: "Enabling Counterfactual Survival Analysis with Balanced Representations"☆13Apr 4, 2021Updated 5 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.
- User guide for the extendr software suite: Examples, design patterns and workflows☆13Jun 10, 2024Updated 2 years ago
- Provides estimates, assumptions and diagnostics for fixed-exposure causal analyses☆18Feb 5, 2025Updated last year
- An opinionated package for enhancing your R package documentation.☆17Feb 19, 2024Updated 2 years ago
- Mapping Echo Chambers In Large Networks☆12Nov 8, 2024Updated last year
- An R-Package to Visualize the (Causal) Effect of a Continuous Variable on a Time-To-Event Outcome☆16Jan 29, 2026Updated 9 months ago
- R package to simplify workflows of D6 research projects. The package provides utilities to set up a standardized folder structure and ver…☆10Jun 20, 2024Updated 2 years ago
- Simulate Joint Longitudinal and Survival Data☆15Jul 6, 2018Updated 8 years ago
- Archive for data from mcbroken.com.☆13Updated this week
- A Toolkit for Calculating and Working with Propensity Scores☆26Oct 4, 2026Updated last month
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Bullet journaling in neovim☆13Mar 9, 2026Updated 7 months ago
- Official implementation of "ImageNet-trained CNNs are not biased towards texture: Revisiting feature reliance through controlled suppress…☆23Sep 25, 2025Updated last year
- ☆12Oct 18, 2020Updated 6 years ago
- ☆21Apr 2, 2022Updated 4 years ago
- Metalearners for Survival Data☆15Jul 31, 2023Updated 3 years ago
- Framework to generate observational and interventional samples from structural equation models (SEMs)☆22Apr 14, 2025Updated last year
- Analysis of Multivariate Event Times https://kkholst.github.io/mets/☆17Oct 28, 2026Updated last week