Code for TEDVAE, a VAE-based treatment effect estimation algorithm.
☆25Dec 6, 2022Updated 3 years ago
Alternatives and similar repositories for TEDVAE
Users that are interested in TEDVAE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆44Feb 11, 2019Updated 7 years ago
- ☆59Mar 24, 2022Updated 4 years ago
- Targeted Learning entry in the Atlantic Causal Inference Conference's 2017 competition☆12Jul 16, 2017Updated 8 years ago
- ☆14Jul 5, 2023Updated 2 years ago
- Multi-Instance Causal Representation Learning☆24Nov 7, 2024Updated last year
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- The package is developed for treatment recommendation & pairwise treatment individual effect estimation (ITE/CATE/HTE) when multiple trea…☆11Mar 9, 2023Updated 3 years ago
- An updated version of eICU Benchmark with an updated problem definition on LoS and Decompensation tasks☆12Aug 12, 2021Updated 4 years ago
- Code for NeurIPS 2022 paper: "Transfer Learning on Heterogeneous Feature Spaces for Treatment Effects Estimation" by I. Bica, M. van der …☆11Oct 28, 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
- The notebooks used to demonstrate the blog post about Interpretability in ML☆12Dec 7, 2019Updated 6 years ago
- Longitudinal Mediation with Modified Treatment Policies☆12Sep 26, 2025Updated 8 months ago
- Supercharging Imbalanced Data Learning WithCausal Representation Transfer☆12Nov 29, 2021Updated 4 years ago
- ☆35Jun 18, 2022Updated 3 years ago
- ☆47Feb 14, 2024Updated 2 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.
- The source code of our DCB algorithm in KDD17 paper: Estimating Treatment Effect in the Wild via Differentiated Confounder Balancing☆10Jun 25, 2018Updated 7 years ago
- A Flow-based Variational Autoencoder for Molecule Generation☆10Feb 21, 2022Updated 4 years ago
- "Exploratory Data Analysis using Random Forests"☆18Feb 12, 2016Updated 10 years ago
- Codebase for GANITE: Estimation of Individualized Treatment Effects using GANs - ICLR 2018☆71Apr 25, 2020Updated 6 years ago
- 🎯 💯 Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Intervention☆13Aug 6, 2022Updated 3 years ago
- ☆17Jun 30, 2020Updated 5 years ago
- Code for CIKM'18 paper, Linked Causal Variational Autoencoder for Inferring Paired Spillover Effects.☆15Jan 15, 2023Updated 3 years ago
- Code for the WSDM '20 paper, Learning Individual Causal Effects from Networked Observational Data.☆78Jul 8, 2021Updated 4 years ago
- Recursive Partitioning for Structural Equation Models☆21Mar 26, 2026Updated 2 months 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.
- Official Pytorch implementation of ReBias (Learning De-biased Representations with Biased Representations), ICML 2020☆174Jul 25, 2024Updated last year
- This repository contains the code used in a publication 'Active Learning for Decision-Making from Imbalanced Observational Data', Iiris S…☆11May 14, 2019Updated 7 years ago
- Counterfactual Regression☆25Jul 12, 2016Updated 9 years ago
- Extensive tutorials for learning how to build deep learning models for causal inference (HTE) using selection on observables in Tensorflo…☆353Oct 17, 2024Updated last year
- Unofficial pytorch implementation of DisenGCN☆14Jun 19, 2023Updated 2 years ago
- Implementation of first visit Monte Carlo for prediction and control☆15Nov 7, 2018Updated 7 years ago
- Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests☆20Jan 4, 2023Updated 3 years ago
- Parse and Manipulate Research Patient Data Registry ('RPDR') Text Queries☆11Jan 26, 2025Updated last year
- Code for the paper "Joint Causal Inference from Multiple Contexts" (JMLR 2020)☆18Jun 18, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Conditional Independence Testing with Generative Adversarial Networks☆15Nov 20, 2019Updated 6 years ago
- 因果学习、不确定性估计相关资源（论文、代码、数据、博客等）☆17Feb 23, 2024Updated 2 years ago
- Replication of the paper "Adaptive dropout for training deep neural networks" using Lasagne.☆12Sep 27, 2016Updated 9 years ago
- Pytorch Implementation for paper "Adversarial Graph Disentanglement"☆13Jul 18, 2023Updated 2 years ago
- Defeasible Natural Language Inference☆13Dec 4, 2020Updated 5 years ago
- Pytorch implementation of Adaptative Dropout a.ka Standout.☆12Feb 22, 2018Updated 8 years ago
- Sentiment Analysis of Yelp Review Dataset using Hugging Face pre-trained BERT with fine-tuning☆15Aug 17, 2020Updated 5 years ago