TianyiPeng / causaltensorLinks
A python package for causal inference in panels
☆13Updated 3 weeks ago
Alternatives and similar repositories for causaltensor
Users that are interested in causaltensor are comparing it to the libraries listed below
Sorting:
- GRAPL: A computational library for nonparametric structural causal modelling, analysis and inference☆83Updated 11 months ago
- Demo data and code for "Sense and Sensitivity Analysis: Simple Post-Hoc Analysis of Bias Due to Unobserved Confounding".☆26Updated 4 years ago
- ☆24Updated 4 years ago
- [ NeurIPS 2023 ] Official Codebase for "Conformal Meta-learners for Predictive Inference of Individual Treatment Effects"☆45Updated 2 years ago
- Notebooks for Applied Causal Inference Powered by ML and AI☆138Updated 8 months ago
- Python implementation of the original R sensemakr package: https://github.com/carloscinelli/sensemakr☆53Updated 6 months ago
- Tools for conformal inference in regression☆251Updated last year
- Design of Simulations using WGAN☆55Updated 3 years ago
- Data for and description of the ACIC 2023 data competition☆32Updated 2 years ago
- Tools for causal discovery in R☆20Updated 9 months ago
- Code used in the causality course (401-4632-15) at ETH Zurich.☆23Updated 6 years ago
- ☆95Updated last year
- This course is an overview of applied causal inference.☆52Updated 6 months ago
- Bayesian Causal Forests☆50Updated last year
- ☆23Updated 2 years ago
- Python package for (conditional) independence testing and statistical functions related to causality.☆29Updated last month
- Repository for the ISU Causal Inference Working Group☆12Updated last year
- Lecture Notes on Statistical Inference☆77Updated last year
- Short tutorials on the use of machine learning methods for causal inference☆49Updated 3 years ago
- Conditional calibration of conformal p-values for outlier detection.☆37Updated 3 years ago
- difference-in-differences in Python☆106Updated last year
- Code to run submissions for the Atlantic Causal Inference Competition☆43Updated last year
- Quasi-Oracle Estimation of Heterogeneous Treatment Effects☆119Updated 4 years ago
- Causal Inference in Python☆44Updated 2 months ago
- Materials for STAT 991: Topics In Modern Statistical Learning (UPenn, 2022 Spring) - uncertainty quantification, conformal prediction, ca…☆177Updated last year
- A Python Package providing two algorithms, DAME and FLAME, for fast and interpretable treatment-control matches of categorical data☆62Updated 4 months ago
- 💊 Comparing causality methods in a fair and just way.☆141Updated 5 years ago
- Realistic benchmark for different causal inference methods. The realism comes from fitting generative models to data with an assumed caus…☆83Updated 4 years ago
- Repository for Introduction to Bayesian Estimation of Causal Effects☆68Updated 5 years ago
- ☆23Updated 2 years ago