Code accompanying the paper "Empirical analysis of model selection for heterogeneous causal effect estimation"
☆17Jan 28, 2025Updated last year
Alternatives and similar repositories for cate-estimator-selection
Users that are interested in cate-estimator-selection are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Realistic benchmark for different causal inference methods. The realism comes from fitting generative models to data with an assumed caus…☆88Mar 29, 2021Updated 5 years ago
- An ALNS framwork for solving EVSP written in Python.☆12Apr 18, 2024Updated 2 years ago
- WinEdt11 个性化设置☆10Jun 14, 2022Updated 4 years ago
- Simulations for predictive model selection in causal inference☆13Jan 16, 2025Updated last year
- ☆14Dec 2, 2018Updated 7 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆12Aug 19, 2025Updated last year
- Code for TEDVAE, a VAE-based treatment effect estimation algorithm.☆27Dec 6, 2022Updated 3 years ago
- References for Papers at the Intersection of Causality and Fairness☆18Dec 3, 2018Updated 7 years ago
- Flowchart to help choose which causal inference book to read. See https://bradyneal.github.io/which-causal-inference-book for more info s…☆60Nov 24, 2019Updated 6 years ago
- [NeurIPS 2023] Does Invariant Graph Learning via Environment Augmentation Learn Invariance?☆23Aug 25, 2024Updated 2 years ago
- This repository contains implementation of CROSSGRAD (https://openreview.net/forum?id=r1Dx7fbCW) and DAN (https://arxiv.org/abs/1505.0781…☆24Dec 28, 2018Updated 7 years ago
- This repository contains the implementation of Label-Free XAI, a new framework to adapt explanation methods to unsupervised models. For m…☆25Sep 21, 2022Updated 4 years ago
- cem is a lightweight library for performing coarsened exact matching (CEM). CEM is a modern matching technique useful for causal inferenc…☆29Jun 17, 2024Updated 2 years ago
- Causal Discovery via Bayesian Optimization (DrBO) - ICLR 2025☆24Apr 13, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- My Blog (https://www.zhangwp.com).☆30Jan 11, 2024Updated 2 years ago
- Experiments to reproduce results in Interventional Causal Representation Learning.☆31Feb 1, 2023Updated 3 years ago
- Measuring the Mixing of Contextual Information in the Transformer☆35May 27, 2023Updated 3 years ago
- Code for the paper "Causal Transformer for Estimating Counterfactual Outcomes"☆196Aug 13, 2024Updated 2 years ago
- ☆31Oct 7, 2022Updated 3 years ago
- EnAET: Self-Trained Ensemble AutoEncoding Transformations for Semi-Supervised Learning☆68Nov 22, 2022Updated 3 years ago
- ☆55Feb 3, 2022Updated 4 years ago
- This is the code for the paper Bayesian Invariant Risk Minmization of CVPR 2022.☆50Jun 25, 2023Updated 3 years ago
- Code repository of the paper "CITRIS: Causal Identifiability from Temporal Intervened Sequences" and "iCITRIS: Causal Representation Lear…☆63Jun 16, 2023Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆536Sep 19, 2026Updated last week
- VAEs and nonlinear ICA: a unifying framework☆42Jun 16, 2020Updated 6 years ago
- Code for Environment Inference for Invariant Learning (ICML 2021 Paper)☆52Jun 10, 2021Updated 5 years ago
- Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style☆54Jan 12, 2022Updated 4 years ago
- ☆58Aug 14, 2020Updated 6 years ago
- Papers collections that is related to knowledge graph, causal inference, and large language model☆74Aug 8, 2024Updated 2 years ago
- Repository for the HiRID ICU Benchmark (HiB) project☆62Jul 13, 2023Updated 3 years ago
- 应用ALNS算法解决VRPPD问题☆60Jan 30, 2021Updated 5 years ago
- Repository for Deep Structural Causal Models for Tractable Counterfactual Inference☆297Jul 6, 2023Updated 3 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.
- Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks☆82Sep 18, 2024Updated 2 years ago
- ☆55Jul 23, 2024Updated 2 years ago
- Repository for theory and methods for Out-of-Distribution (OoD) generalization☆62Mar 4, 2022Updated 4 years ago
- Solving the causality pairs challenge (does A cause B) with ChatGPT☆80May 30, 2024Updated 2 years ago
- Generalizing to unseen domains via distribution matching☆73Sep 2, 2020Updated 6 years ago
- A benchmarking suite for disentanglement algorithms, suited for evaluating robustness to correlated factors. Codebase for the paper "Dise…☆77Feb 25, 2023Updated 3 years ago
- ☆81Aug 23, 2020Updated 6 years ago