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)☆15Feb 3, 2025Updated last year
- [ICLR 2021] Code for: Varying Coefficient Neural Network with Functional Targeted Regularization for Estimating Continuous Treatment Effe…☆96Sep 11, 2022Updated 3 years ago
- Codebase for GANITE: Estimation of Individualized Treatment Effects using GANs - ICLR 2018☆71Apr 25, 2020Updated 6 years ago
- 💉📈 Dose response networks (DRNets) are a method for learning to estimate individual dose-response curves for multiple parametric treatm…☆95Mar 24, 2023Updated 3 years ago
- ☆26Feb 16, 2022Updated 4 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.
- ☆30Aug 4, 2022Updated 3 years ago
- ☆11Jul 13, 2018Updated 7 years ago
- CausalModel implements widely used casual inference methods as well as an interference based method proposed by our paper.☆17May 20, 2024Updated last year
- 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
- ☆12Nov 1, 2019Updated 6 years ago
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimation☆18Sep 6, 2025Updated 8 months ago
- A pytorch version of SSN☆44Apr 8, 2020Updated 6 years ago
- Implementation of paper Long-Term Effect Estimation with Surrogate Representation☆14Oct 20, 2020Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- A General Causal Inference Framework by Encoding Generative Modeling☆74Jun 1, 2024Updated last year
- ☆22Jan 14, 2021Updated 5 years ago
- Code for ICLR 2020 paper: "Estimating counterfactual treatment outcomes over time through adversarially balanced representations" by I. B…☆71Mar 21, 2024Updated 2 years ago
- ☆19Feb 6, 2026Updated 3 months ago
- Implementation of DeepAR in PyTorch.☆10Aug 5, 2019Updated 6 years ago
- ☆18May 23, 2025Updated 11 months ago
- Single-Cell Multimodal Prediction via Transformer☆27Feb 7, 2024Updated 2 years ago
- Uncertainty in Conditional Average Treatment Effect Estimation☆33Mar 15, 2021Updated 5 years ago
- ☆38Apr 16, 2025Updated last year
- 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.
- Implementations of Normalizing Flows in Pytorch/Pyro☆18Apr 20, 2020Updated 6 years ago
- Causal inference is a critical task in various fields such as healthcare,economics, marketing and education. Recently, there have beensig…☆21Oct 29, 2021Updated 4 years ago
- ☆10Apr 18, 2017Updated 9 years ago
- Contains implementation of the DoubIL and ResiduIL algorithms from the ICML '22 paper Causal Imitation Learning under Temporally Correlat…☆11Dec 9, 2022Updated 3 years ago
- Data from the HeartSteps V1 study☆21Jul 18, 2023Updated 2 years ago
- ☆296Apr 3, 2022Updated 4 years ago
- Code for TEDVAE, a VAE-based treatment effect estimation algorithm.☆26Dec 6, 2022Updated 3 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
- Learning Transferable Features with Deep Adaptation Networks☆13Jul 18, 2023Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Counterfactual Regression☆318Dec 7, 2022Updated 3 years ago
- Code for the paper "Optimal Off-Policy Evaluation from Multiple Logging Policies"☆15Jul 17, 2021Updated 4 years ago
- Must-read papers and resources related to causal inference and machine (deep) learning☆750Nov 23, 2022Updated 3 years ago
- Causal discovery with typed directed acyclic graphs (t-DAG). This is a ServiceNow Research project that was started at Element AI.☆13Jul 6, 2023Updated 2 years ago
- ☆14Jul 2, 2022Updated 3 years ago
- Implementation of paper DESCN, which is accepted in SIGKDD 2022.☆114Dec 27, 2023Updated 2 years ago
- ☆12May 14, 2025Updated 11 months ago