Code for the paper "Causal Transformer for Estimating Counterfactual Outcomes"
☆183Aug 13, 2024Updated last year
Alternatives and similar repositories for CausalTransformer
Users that are interested in CausalTransformer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆292Apr 3, 2022Updated 3 years ago
- ☆31Apr 17, 2025Updated 11 months ago
- Papers collections that is related to knowledge graph, causal inference, and large language model☆68Aug 8, 2024Updated last year
- Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential Equations (ICML 2022)☆27Jun 9, 2022Updated 3 years ago
- Hands-on repository for fine-tuning Large Language Models (LLMs) in the clinical domain with tutorials☆14Jan 9, 2026Updated 2 months ago
- Causal Effect Inference with Deep Latent-Variable Models☆356Jul 17, 2020Updated 5 years ago
- NeurIPS2022-Debiasing Graph Neural Networks via Learning Disentangled Causal Substructure☆45Nov 13, 2023Updated 2 years ago
- Code Repository for CausalDiffAE (ECAI 2024)☆20Oct 19, 2024Updated last year
- This is the code for the paper Embrace the Gap: VAEs perform Independent Mechanism Analysis, showing that optimizing the ELBO is equivale…☆23Apr 22, 2024Updated last year
- Amortized Inference for Causal Structure Learning, NeurIPS 2022☆73Feb 11, 2025Updated last year
- ☆10Nov 30, 2022Updated 3 years ago
- Repository for Deep Structural Causal Models for Tractable Counterfactual Inference☆296Jul 6, 2023Updated 2 years ago
- ☆527Dec 16, 2024Updated last year
- Code accompanying the paper "Empirical analysis of model selection for heterogeneous causal effect estimation"☆16Jan 28, 2025Updated last year
- Rankability-enhanced Revenue Uplift Modeling Framework for Online Marketing (KDD 2024)☆29May 24, 2024Updated last year
- Official code for the paper "Joint Bayesian Inference of Graphical Structure and Parameters with a Single Generative Flow Network"☆16Aug 9, 2023Updated 2 years ago
- Implementation code for the model Diffusion-based Origin-destination Travel Time Estimation (DOT), proposed in the SIGMOD 2024 paper "Ori…☆21Sep 28, 2024Updated last year
- A curated list of causal reinforcement learning resources.☆109Dec 16, 2023Updated 2 years ago
- ☆16Aug 2, 2022Updated 3 years ago
- PyTorch Implementation of CausalFormer: An Interpretable Transformer for Temporal Causal Discovery☆85Apr 13, 2025Updated 11 months ago
- Neural Causal Model (NCM) implementation by the authors of The Causal Neural Connection.☆32Dec 12, 2022Updated 3 years ago
- Meta-RL Model-Based Algorithm☆44Apr 30, 2025Updated 10 months ago
- Trustworthy AI related projects☆1,111Nov 13, 2025Updated 4 months ago
- Propensity score Matching and Subclassification with 3 or more Treatments☆21Dec 1, 2019Updated 6 years ago
- repository for Causal&NLP reading group☆11Jan 30, 2026Updated last month
- Python package that provides a suite of modeling & causal inference methods using machine learning algorithms based on Elevance Health re…☆14Aug 1, 2023Updated 2 years ago
- Implementation of AAAI 2016 paper Efficient Learning of Timeseries Shapelets☆14Mar 6, 2019Updated 7 years ago
- [NeurIPS 2024] "Discovery of the Hidden World with Large Language Models"☆29Dec 2, 2024Updated last year
- Diffusion Models for Causal Discovery☆93Mar 17, 2023Updated 3 years ago
- TensorFlow implementation of "A Relational Intervention Approach for Unsupervised Dynamics Generalization in Model-Based Reinforcement Le…☆16Jul 2, 2022Updated 3 years ago
- Codebase for GANITE: Estimation of Individualized Treatment Effects using GANs - ICLR 2018☆69Apr 25, 2020Updated 5 years ago
- Disentangled gEnerative cAusal Representation (DEAR)☆66Oct 10, 2022Updated 3 years ago
- Code for Diff-SCM paper☆103Jun 7, 2023Updated 2 years ago
- Causal discovery algorithms and tools for implementing new ones☆248Jul 10, 2025Updated 8 months ago
- AAAI 2024 Accept☆19Apr 24, 2024Updated last year
- PWM: Policy Learning with Large World Models☆65Aug 4, 2025Updated 7 months ago
- Code to reproduce the Arena environment experiments from Direct Behavior Specification via Constrained Reinforcement Learning.☆22Sep 10, 2022Updated 3 years ago
- Official implementation of Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning at ICML…☆46Jun 21, 2021Updated 4 years ago
- Sample, estimate, aggregate: A recipe for causal discovery foundation models☆17Jun 21, 2024Updated last year