Codebase for GANITE: Estimation of Individualized Treatment Effects using GANs - ICLR 2018
☆71Apr 25, 2020Updated 5 years ago
Alternatives and similar repositories for GANITE
Users that are interested in GANITE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆59Mar 24, 2022Updated 4 years ago
- Implementation of Johansson, Fredrik D., Shalit, Uri, and Sontag, David. Learning representations for counterfactual inference - ICML, 20…☆12Sep 30, 2020Updated 5 years ago
- ➕➕ Perfect Match is a simple method for learning representations for counterfactual inference with neural networks.☆131Mar 24, 2023Updated 3 years ago
- ☆145Sep 8, 2017Updated 8 years ago
- Code for NeurIPS 2020 paper: "Estimating the Effects of Continuous-valued Interventions using Generative Adversarial Networks" by I. Bica…☆30Jan 8, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Counterfactual Regression☆319Dec 7, 2022Updated 3 years ago
- ☆293Apr 3, 2022Updated 4 years ago
- Implementation of paper Long-Term Effect Estimation with Surrogate Representation☆14Oct 20, 2020Updated 5 years ago
- Causal Effect Inference with Deep Latent-Variable Models☆357Jul 17, 2020Updated 5 years ago
- Non-parametrics for Causal Inference☆50Mar 17, 2022Updated 4 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
- Data derived from the Linked Births and Deaths Data (LBIDD); simulated pairs of treatment assignment and outcomes; scoring code☆85May 23, 2018Updated 7 years ago
- ☆11Jul 13, 2018Updated 7 years ago
- Tools for estimating causal effects for multivariate continuous exposures☆13Dec 8, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Code for the WSDM '20 paper, Learning Individual Causal Effects from Networked Observational Data.☆78Jul 8, 2021Updated 4 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
- Code for TEDVAE, a VAE-based treatment effect estimation algorithm.☆26Dec 6, 2022Updated 3 years ago
- ☆10Nov 30, 2022Updated 3 years ago
- Causal Inference☆11May 25, 2020Updated 5 years ago
- Assessing Disparate Impacts of Personalized Interventions: Identifiability and Bounds☆11Oct 28, 2019Updated 6 years ago
- [ICLR'21] Counterfactual Generative Networks☆108May 13, 2021Updated 4 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
- Causal Simulations for Uplift Modeling☆12Jan 22, 2020Updated 6 years ago
- 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.
- ☆32Jul 8, 2018Updated 7 years ago
- ☆12Jul 17, 2023Updated 2 years ago
- ☆44Feb 11, 2019Updated 7 years ago
- A data index for learning causality.☆487Oct 25, 2023Updated 2 years ago
- An index of algorithms for learning causality with data☆3,252Jan 22, 2025Updated last year
- Course Materials☆17Jun 21, 2022Updated 3 years ago
- Implementation of paper DESCN, which is accepted in SIGKDD 2022.☆111Dec 27, 2023Updated 2 years ago
- ☆39Sep 13, 2025Updated 7 months ago
- Code for paper Causal Confusion in Imitation Learning☆46Dec 17, 2019Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Code for Quantifying Ignorance in Individual-Level Causal-Effect Estimates under Hidden Confounding☆24Dec 6, 2022Updated 3 years ago
- Quasi-Oracle Estimation of Heterogeneous Treatment Effects☆122Apr 10, 2021Updated 5 years ago
- Code to reproduce the experimental results from the paper "Active Invariant Causal Prediction: Experiment Selection Through Stability", b…☆21Jul 6, 2023Updated 2 years ago
- Machine Learning and Artificial Intelligence for Medicine.☆462Feb 27, 2023Updated 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
- code for "Addressing Exposure Bias in Uplift Modeling forLarge-scale Online Advertising"☆39Feb 11, 2022Updated 4 years ago
- SurvITE: Learning Heterogeneous Treatment Effects from Time-to-Event Data☆20Oct 25, 2021Updated 4 years ago