Code for NeurIPS 2020 paper: "Estimating the Effects of Continuous-valued Interventions using Generative Adversarial Networks" by I. Bica, J. Jordon, M. van der Schaar
☆30Jan 8, 2021Updated 5 years ago
Alternatives and similar repositories for SCIGAN
Users that are interested in SCIGAN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for Colangelo and Lee (2025)☆17Feb 3, 2025Updated last year
- [ICLR 2021] Code for: Varying Coefficient Neural Network with Functional Targeted Regularization for Estimating Continuous Treatment Effe…☆99Sep 11, 2022Updated 4 years ago
- Codebase for GANITE: Estimation of Individualized Treatment Effects using GANs - ICLR 2018☆72Apr 25, 2020Updated 6 years ago
- 💉📈 Dose response networks (DRNets) are a method for learning to estimate individual dose-response curves for multiple parametric treatm…☆96Mar 24, 2023Updated 3 years ago
- ☆26Feb 16, 2022Updated 4 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.
- ☆30Aug 4, 2022Updated 4 years ago
- The source code of our DCB algorithm in KDD17 paper: Estimating Treatment Effect in the Wild via Differentiated Confounder Balancing☆10Jun 25, 2018Updated 8 years ago
- Code for Quantifying Ignorance in Individual-Level Causal-Effect Estimates under Hidden Confounding☆25Dec 6, 2022Updated 3 years ago
- ➕➕ Perfect Match is a simple method for learning representations for counterfactual inference with neural networks.☆133Mar 24, 2023Updated 3 years ago
- Code for Estimating Multi-cause Treatment Effects via Single-cause Perturbation (NeurIPS 2021)☆14Jan 5, 2022Updated 4 years ago
- Code for ICML 2020 paper: "Time Series Deconfounder: Estimating Treatment Effects over Time in the Presence of Hidden Confounders" by I. …☆52Jan 7, 2021Updated 5 years ago
- Data for and description of the ACIC 2023 data competition☆34Jun 9, 2023Updated 3 years ago
- Capstone Project datasets & instructions.☆10Jun 16, 2023Updated 3 years ago
- Causal Simulations for Uplift Modeling☆12Jan 22, 2020Updated 6 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A General Causal Inference Framework by Encoding Generative Modeling☆74Jun 1, 2024Updated 2 years ago
- SMILE: Mutual Information Learning for Integration of Single Cell Omics Data☆11Mar 28, 2023Updated 3 years ago
- scDiff: A General Single-Cell Analysis Framework via Conditional Diffusion Generative Models☆34Aug 13, 2024Updated 2 years ago
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimation☆19May 12, 2026Updated 5 months ago
- Python implementation of Entropy Balancing for binary and continuous treatment☆22Dec 16, 2025Updated 9 months ago
- Single Cell Multi-omics deep clustering☆32Jul 1, 2025Updated last year
- ☆19May 5, 2026Updated 5 months ago
- Code for ICLR 2020 paper: "Estimating counterfactual treatment outcomes over time through adversarially balanced representations" by I. B…☆75Mar 21, 2024Updated 2 years ago
- ☆22Jan 14, 2021Updated 5 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.
- ☆14Jul 9, 2023Updated 3 years ago
- Implementation of DeepAR in PyTorch.☆10Aug 5, 2019Updated 7 years ago
- A python package with tools to perform causal inference using observational data when the treatment of interest is continuous.☆284Jan 5, 2026Updated 9 months ago
- This repository is the official implementation of Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regulari…☆21Dec 17, 2022Updated 3 years ago
- Uncertainty in Conditional Average Treatment Effect Estimation☆33Mar 15, 2021Updated 5 years ago
- Tutorial for Clustering mixed data types☆10Jan 25, 2021Updated 5 years ago
- Causal inference is a critical task in various fields such as healthcare,economics, marketing and education. Recently, there have beensig…☆22Oct 29, 2021Updated 4 years ago
- ☆299Apr 3, 2022Updated 4 years ago
- ☆41Apr 16, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆14Jul 2, 2022Updated 4 years ago
- Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted…☆27Apr 7, 2022Updated 4 years ago
- Code for TEDVAE, a VAE-based treatment effect estimation algorithm.☆27Dec 6, 2022Updated 3 years ago
- Code for NeurIPS 2021 paper: "Invariant Causal Imitation Learning for Generalizable Policies" by I. Bica, D. Jarrett, M. van der Schaar☆28Mar 3, 2022Updated 4 years ago
- Counterfactual Regression☆319Dec 7, 2022Updated 3 years ago
- Code for the paper "Optimal Off-Policy Evaluation from Multiple Logging Policies"☆15Jul 17, 2021Updated 5 years ago
- pySCM: The Set Covering Machine in Python☆15Apr 18, 2025Updated last year