VectorInstitute / Causal_Inference_LaboratoryLinks
☆22Updated last year
Alternatives and similar repositories for Causal_Inference_Laboratory
Users that are interested in Causal_Inference_Laboratory are comparing it to the libraries listed below
Sorting:
- GRAPL: A computational library for nonparametric structural causal modelling, analysis and inference☆81Updated 6 months ago
- ☆24Updated 3 years ago
- Realistic benchmark for different causal inference methods. The realism comes from fitting generative models to data with an assumed caus…☆77Updated 4 years ago
- [ NeurIPS 2023 ] Official Codebase for "Conformal Meta-learners for Predictive Inference of Individual Treatment Effects"☆44Updated last year
- Demo data and code for "Sense and Sensitivity Analysis: Simple Post-Hoc Analysis of Bias Due to Unobserved Confounding".☆26Updated 3 years ago
- Python package for (conditional) independence testing and statistical functions related to causality.☆28Updated 2 weeks ago
- SurvITE: Learning Heterogeneous Treatment Effects from Time-to-Event Data☆19Updated 3 years ago
- Code for the causal benchmark library☆12Updated 3 months ago
- Non-parametrics for Causal Inference☆47Updated 3 years ago
- [Experimental] Global causal discovery algorithms☆103Updated this week
- Official repository of the paper "Efficient Neural Causal Discovery without Acyclicity Constraints"☆83Updated last year
- Python package for the creation, manipulation, and learning of Causal DAGs☆152Updated 2 years ago
- Public dataset repository for the Causal Chamber Project☆42Updated last month
- Code for ICLR 2020 paper: "Estimating counterfactual treatment outcomes over time through adversarially balanced representations" by I. B…☆59Updated last year
- ❓y0 (pronounced "why not?") is for causal inference in Python☆51Updated this week
- Example causal datasets with consistent formatting and ground truth☆86Updated 2 months ago
- Code to reproduce our paper on probabilistic algorithmic recourse: https://arxiv.org/abs/2006.06831☆36Updated 2 years ago
- Multi-Objective Counterfactuals☆41Updated 2 years ago
- Data derived from the Linked Births and Deaths Data (LBIDD); simulated pairs of treatment assignment and outcomes; scoring code☆83Updated 7 years ago
- Code for the paper "Joint Causal Inference from Multiple Contexts" (JMLR 2020)☆16Updated 5 years ago
- Nonlinear Causal Discovery with Confounders☆19Updated 2 years ago
- Short tutorials on the use of machine learning methods for causal inference☆48Updated 2 years ago
- [Experimental] Causal graphs that are networkx-compliant for the py-why ecosystem.☆56Updated this week
- This repository captures source code and data sets for our paper at the Causal Discovery & Causality-Inspired Machine Learning Workshop a…☆61Updated 10 months ago
- Eastern European Machine Learning Summer School (EEML) Workshop Series 2022. Tutorial on Causality for the Serbian Machine Learning Works…☆22Updated 3 years ago
- SurvivalGAN: Generating Time-to-Event Data for Survival Analysis☆27Updated 2 years ago
- Code to run submissions for the Atlantic Causal Inference Competition☆42Updated 10 months ago
- List of python packages for causal inference☆17Updated 3 years ago
- Code for the paper "Local Causal Discovery for Estimating Causal Effects".☆10Updated last year
- Statistical inference for fairness auditing☆13Updated last year