[ICLR 2021] Code for: Varying Coefficient Neural Network with Functional Targeted Regularization for Estimating Continuous Treatment Effects
☆95Sep 11, 2022Updated 3 years ago
Alternatives and similar repositories for varying-coefficient-net-with-functional-tr
Users that are interested in varying-coefficient-net-with-functional-tr are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 💉📈 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
- 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
- ☆26Feb 16, 2022Updated 4 years ago
- ☆24Oct 20, 2025Updated 5 months ago
- ☆30Aug 4, 2022Updated 3 years ago
- 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.
- Code for Colangelo and Lee (2025)☆15Feb 3, 2025Updated last year
- Implementation of paper DESCN, which is accepted in SIGKDD 2022.☆111Dec 27, 2023Updated 2 years ago
- ☆293Apr 3, 2022Updated 4 years ago
- ➕➕ Perfect Match is a simple method for learning representations for counterfactual inference with neural networks.☆131Mar 24, 2023Updated 3 years ago
- Codebase for GANITE: Estimation of Individualized Treatment Effects using GANs - ICLR 2018☆71Apr 25, 2020Updated 5 years ago
- ☆59Mar 24, 2022Updated 4 years ago
- Counterfactual Regression☆319Dec 7, 2022Updated 3 years ago
- Python implementation of Entropy Balancing for binary and continuous treatment☆21Dec 16, 2025Updated 4 months ago
- Code for Estimating Multi-cause Treatment Effects via Single-cause Perturbation (NeurIPS 2021)☆14Jan 5, 2022Updated 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 to reproduce the experimental results from the paper "Active Invariant Causal Prediction: Experiment Selection Through Stability", b…☆21Jul 6, 2023Updated 2 years ago
- ☆39Sep 13, 2025Updated 7 months ago
- Implements the Causal Forest algorithm formulated in Athey and Wager (2018).☆73Jun 12, 2020Updated 5 years ago
- ifedtree: tree-based federated learning for heterogeneous model harmonization (ICML 2022)☆14Mar 23, 2023Updated 3 years ago
- Rankability-enhanced Revenue Uplift Modeling Framework for Online Marketing (KDD 2024)☆29May 24, 2024Updated last year
- 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
- A General Causal Inference Framework by Encoding Generative Modeling☆74Jun 1, 2024Updated last year
- Keras implementation of the constrained monotonic neural networks☆49Apr 17, 2025Updated 11 months ago
- Code for TEDVAE, a VAE-based treatment effect estimation algorithm.☆26Dec 6, 2022Updated 3 years ago
- 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.
- A python package with tools to perform causal inference using observational data when the treatment of interest is continuous.☆282Jan 5, 2026Updated 3 months ago
- (ICML2020) “Counterfactual Cross-Validation: Stable Model Selection Procedure for Causal Inference Models’’☆31Mar 24, 2023Updated 3 years ago
- Project on Causal Machine learning CS 7290☆16Dec 7, 2019Updated 6 years ago
- Causal Effect Inference with Deep Latent-Variable Models☆357Jul 17, 2020Updated 5 years ago
- An index of algorithms for learning causality with data☆3,252Jan 22, 2025Updated last year
- Uplift Modeling for Multiple Treatments☆16Sep 3, 2021Updated 4 years ago
- Data for and description of the ACIC 2023 data competition☆32Jun 9, 2023Updated 2 years ago
- A comprehensive time-series dataset survey☆20Aug 1, 2022Updated 3 years ago
- ☆119Jul 28, 2025Updated 8 months ago
- 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.
- ☆29Mar 29, 2023Updated 3 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
- PyTorch Implementation on Paper [ICLR2026]: Foundation Models for Causal Inference via Prior-Data Fitted Networks☆43Feb 8, 2026Updated 2 months ago
- Implementation of neural network algorithm for estimation of heterogeneous treatment effects and propensity scores described in Farrell, …☆13Jun 19, 2021Updated 4 years ago
- Reinforcement Learning for Uplift Modeling☆13Mar 13, 2021Updated 5 years ago
- pytorch implementation of dragonnet☆47Sep 29, 2022Updated 3 years ago
- Summer 2020 reading group on uncertainty quantification☆23Jul 24, 2020Updated 5 years ago