rik-helwegen / CEVAE_pytorchView external linksLinks
☆45Feb 11, 2019Updated 7 years ago
Alternatives and similar repositories for CEVAE_pytorch
Users that are interested in CEVAE_pytorch are comparing it to the libraries listed below
Sorting:
- Code for TEDVAE, a VAE-based treatment effect estimation algorithm.☆26Dec 6, 2022Updated 3 years ago
- Causal Effect Inference with Deep Latent-Variable Models☆354Jul 17, 2020Updated 5 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 4 years ago
- ☆10Feb 22, 2023Updated 2 years ago
- Code for "Using Embeddings to Correct for Unobserved Confounding"☆10May 31, 2019Updated 6 years ago
- ☆45Feb 14, 2024Updated 2 years ago
- Code for ICML 2021 paper "Regularizing towards Causal Invariance: Linear Models with Proxies" (ICML 2021)☆11Mar 14, 2022Updated 3 years ago
- CEVAE(Causal Effect Variational AutoEncoder) written with pytorch and pyro.☆10Feb 15, 2021Updated 5 years ago
- ☆14Jul 5, 2023Updated 2 years ago
- code for "Addressing Exposure Bias in Uplift Modeling forLarge-scale Online Advertising"☆38Feb 11, 2022Updated 4 years ago
- ☆59Mar 24, 2022Updated 3 years ago
- Code for Estimating Multi-cause Treatment Effects via Single-cause Perturbation (NeurIPS 2021)☆14Jan 5, 2022Updated 4 years ago
- Reproducing Shalit et al.'s Individual Treatment Effect model. This is a deep neural net that can be applied to various problems in causa…☆19May 22, 2022Updated 3 years ago
- Implementation of paper DESCN, which is accepted in SIGKDD 2022.☆107Dec 27, 2023Updated 2 years ago
- Codebase for GANITE: Estimation of Individualized Treatment Effects using GANs - ICLR 2018☆67Apr 25, 2020Updated 5 years ago
- "Variational inference tools to leverage estimator sensitivity."☆16May 11, 2023Updated 2 years ago
- ☆18Jan 8, 2024Updated 2 years ago
- ☆24Sep 1, 2023Updated 2 years ago
- This is the official implementation for the paper "Learning to Scaffold: Optimizing Model Explanations for Teaching"☆19May 19, 2022Updated 3 years ago
- DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks☆21Jun 16, 2025Updated 8 months ago
- ☆23Apr 24, 2025Updated 9 months ago
- Code for paper "Estimating Causal Effects on Networked Observational Data via Representation Learning"☆20May 28, 2023Updated 2 years ago
- ➕➕ Perfect Match is a simple method for learning representations for counterfactual inference with neural networks.☆131Mar 24, 2023Updated 2 years ago
- Official code for Coupled Oscillatory RNN (ICLR 2021, Oral)☆53Aug 26, 2021Updated 4 years ago
- "Oblique Decision Trees from Derivatives of ReLU Networks" (ICLR 2020, previously called "Locally Constant Networks")☆22Apr 27, 2021Updated 4 years ago
- 💉📈 Dose response networks (DRNets) are a method for learning to estimate individual dose-response curves for multiple parametric treatm…☆94Mar 24, 2023Updated 2 years ago
- Counterfactual Regression☆25Jul 12, 2016Updated 9 years ago
- The real-world Production Dataset from E-commerce platform Meituan☆30May 20, 2024Updated last year
- Rankability-enhanced Revenue Uplift Modeling Framework for Online Marketing (KDD 2024)☆29May 24, 2024Updated last year
- Code and data for decision making under strategic behavior, NeurIPS 2020 & Management Science 2024.☆29Feb 28, 2024Updated last year
- Software and pre-processed data for "Using Embeddings to Correct for Unobserved Confounding in Networks"☆57Feb 24, 2023Updated 2 years ago
- Code for the WSDM '20 paper, Learning Individual Causal Effects from Networked Observational Data.☆78Jul 8, 2021Updated 4 years ago
- pyCausalFS：A Python Library of Causality-based Feature Selection for Causal Structure Learning and Classification☆71Dec 1, 2020Updated 5 years ago
- ☆33Jul 8, 2018Updated 7 years ago
- (WSDM2020) "Unbiased Recommender Learning from Missing-Not-At-Random Implicit Feedback"☆30Nov 21, 2022Updated 3 years ago
- (ICML2020) “Counterfactual Cross-Validation: Stable Model Selection Procedure for Causal Inference Models’’☆31Mar 24, 2023Updated 2 years ago
- 学习并复现经典的推荐系统多目标任务，如：SharedBottom、ESMM、MMoE、PLE☆40Jul 30, 2022Updated 3 years ago
- Explaining Image Classifiers by Counterfactual Generation☆28Apr 23, 2022Updated 3 years ago