Non-parametrics for Causal Inference
☆50Mar 17, 2022Updated 4 years ago
Alternatives and similar repositories for npci
Users that are interested in npci are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Counterfactual Regression☆319Dec 7, 2022Updated 3 years ago
- Python package that provides a suite of modeling & causal inference methods using machine learning algorithms based on Elevance Health re…☆14Aug 1, 2023Updated 2 years ago
- Code to run submissions for the Atlantic Causal Inference Competition☆45Aug 14, 2024Updated last year
- Counterfactual Regression☆25Jul 12, 2016Updated 9 years ago
- This repository contains the code used in a publication 'Active Learning for Decision-Making from Imbalanced Observational Data', Iiris S…☆11May 14, 2019Updated 6 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.
- Causal Effect Inference with Deep Latent-Variable Models☆357Jul 17, 2020Updated 5 years ago
- Codebase for GANITE: Estimation of Individualized Treatment Effects using GANs - ICLR 2018☆71Apr 25, 2020Updated 5 years ago
- Simulations for predictive model selection in causal inference☆13Jan 16, 2025Updated last year
- Causal Inference using Bayesian Additive Regression Trees☆87Jul 30, 2025Updated 8 months ago
- Tutorial_Computational_Causal_Inference_Estimators☆38Oct 29, 2021Updated 4 years ago
- Package for heterogeneous causal effects in the presence of imperfect compliance (e.g., instrumental variables, fuzzy regression disconti…☆18Mar 6, 2024Updated 2 years ago
- The pygformula implements the parametric g-formula in Python. The parametric g-formula (Robins, 1986) uses longitudinal data with time-va…☆33Feb 25, 2026Updated last month
- Project on Causal Machine learning CS 7290☆16Dec 7, 2019Updated 6 years ago
- ☆24Sep 1, 2023Updated 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.
- Nonlinear Causal Discovery with Confounders☆21Feb 9, 2023Updated 3 years ago
- time course regulatory analysis from paired gene expression and chromatin accessibility time course data☆11Nov 10, 2023Updated 2 years ago
- Build a python version causal inference model for Pcalg☆19Mar 1, 2026Updated last month
- R and python implementations of Accelerated Bayesian Causal Forest.☆24Jun 25, 2024Updated last year
- DGCIT: Double Generative Adversarial Networks for Conditional Independence Testing☆11Nov 22, 2023Updated 2 years ago
- ☆33Feb 2, 2022Updated 4 years ago
- ☆11Jan 21, 2021Updated 5 years ago
- [ICLR 2021] Code for: Varying Coefficient Neural Network with Functional Targeted Regularization for Estimating Continuous Treatment Effe…☆95Sep 11, 2022Updated 3 years ago
- Double Machine Learning for Multiple Treatments☆41Dec 4, 2020Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Publicly available code from my publications 📝☆18Mar 23, 2026Updated 3 weeks ago
- matching and synthetic controls estimator☆17Sep 2, 2021Updated 4 years ago
- An efficient method for sampling from the Gram--Schmidt Walk Design.☆13Sep 16, 2023Updated 2 years ago
- ☆19Aug 18, 2019Updated 6 years ago
- ☆24Oct 20, 2025Updated 5 months ago
- Causal Inference☆11May 25, 2020Updated 5 years ago
- Quasi-Oracle Estimation of Heterogeneous Treatment Effects☆122Apr 10, 2021Updated 5 years ago
- R package cfcausal☆32Dec 6, 2022Updated 3 years ago
- Some starter code for training/testing some basic CNN models given our data.☆10Feb 15, 2017Updated 9 years ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Distributional Random Forests (Cevid et al., 2020)☆45Jan 22, 2026Updated 2 months ago
- Data for and description of the ACIC 2023 data competition☆32Jun 9, 2023Updated 2 years ago
- SpaCE, the Spatial Confounding Environment, loads benchmark datasets for causal inference methods tackling spatial confounding☆18Jun 28, 2025Updated 9 months ago
- How to use EconML within R☆12Nov 4, 2019Updated 6 years ago
- Code to reproduce the paper "Do causal predictors generalize better to new domains?"☆15Feb 7, 2025Updated last year
- ☆48Jan 20, 2023Updated 3 years ago
- Code for TEDVAE, a VAE-based treatment effect estimation algorithm.☆26Dec 6, 2022Updated 3 years ago