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…☆86Mar 29, 2021Updated 5 years ago
- Simulations for predictive model selection in causal inference☆13Jan 16, 2025Updated last year
- Early exit ensembles☆12Dec 4, 2021Updated 4 years ago
- [TMLR23] FedDAG: Federated DAG Structure Learning☆19Jan 7, 2023Updated 3 years ago
- Code for Estimating Multi-cause Treatment Effects via Single-cause Perturbation (NeurIPS 2021)☆14Jan 5, 2022Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Sklearn-style implementations of Neural Network-based Conditional Average Treatment Effect (CATE) Estimators.☆157Jun 22, 2024Updated last year
- ☆14Dec 2, 2018Updated 7 years ago
- The code for paper "Adversarial Algorithm Unrolling Network for Interpretable Mechanical Anomaly Detection"☆21Mar 28, 2023Updated 3 years ago
- ☆12Aug 19, 2025Updated 7 months ago
- Code for TEDVAE, a VAE-based treatment effect estimation algorithm.☆26Dec 6, 2022Updated 3 years ago
- Python code parsing data from PhysioNet Challenge 2012☆22Oct 24, 2018Updated 7 years ago
- References for Papers at the Intersection of Causality and Fairness☆18Dec 3, 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 3 years ago
- [NeurIPS 2023] Does Invariant Graph Learning via Environment Augmentation Learn Invariance?☆23Aug 25, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Reimplementation of NOTEARS in Tensorflow☆32Mar 24, 2023Updated 3 years ago
- Repository for the review paper "Deep Learning for Survival Analysis: A Review"☆28Feb 25, 2025Updated last year
- On the Role of Sparsity and DAG Constraints for Learning Linear DAGs☆36Jun 23, 2021Updated 4 years ago
- Implementation of "Pothole Detection Using Location-Aware Convolutional Neural networks", keras with tensorflow backend. https://link.s…☆21Mar 18, 2020Updated 6 years ago
- Measuring the Mixing of Contextual Information in the Transformer☆34May 27, 2023Updated 2 years ago
- Data from from https://lgdirectory.gov.in☆39Dec 22, 2022Updated 3 years ago
- ☆30Jan 12, 2024Updated 2 years ago
- ☆34Sep 18, 2022Updated 3 years ago
- Extensive tutorials for learning how to build deep learning models for causal inference (HTE) using selection on observables in Tensorflo…☆349Oct 17, 2024Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆74Apr 27, 2024Updated last year
- ☆44Oct 12, 2021Updated 4 years ago
- A tool to generate xlsx (Excel Spreadsheet) files from JSON files☆31Nov 25, 2019Updated 6 years ago
- Code for the paper "Causal Transformer for Estimating Counterfactual Outcomes"☆185Aug 13, 2024Updated last year
- 780K geo-tagged rural facilities in India PMGSY. Citation: PMGSY Rural Facilities Dataset, Ministry of Rural Development 2020 http://omms…☆41Feb 23, 2022Updated 4 years ago
- ☆31Oct 7, 2022Updated 3 years ago
- NFHS-5: National Family Health Survey (2019-20). CSV fact sheets (states, districts) for key indicators from http://rchiips.org/nfhs/ | …☆55Nov 29, 2021Updated 4 years ago
- EnAET: Self-Trained Ensemble AutoEncoding Transformations for Semi-Supervised Learning☆68Nov 22, 2022Updated 3 years ago
- A code for the NeurIPS 2022 Table Representation Learning Workshop paper: "Diffusion models for missing value imputation in tabular data"☆59Jun 20, 2024Updated last year
- 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.
- ☆51Feb 3, 2022Updated 4 years ago
- This is the code for the paper Bayesian Invariant Risk Minmization of CVPR 2022.☆48Jun 25, 2023Updated 2 years ago
- ☆42Jun 8, 2025Updated 10 months ago
- CSuite: A Suite of Benchmark Datasets for Causality☆81May 9, 2023Updated 2 years ago
- Code repository of the paper "CITRIS: Causal Identifiability from Temporal Intervened Sequences" and "iCITRIS: Causal Representation Lear…☆59Jun 16, 2023Updated 2 years ago
- The Pitfalls of Simplicity Bias in Neural Networks [NeurIPS 2020] (http://arxiv.org/abs/2006.07710v2)☆42Jan 21, 2024Updated 2 years ago
- ☆529Dec 16, 2024Updated last year