TianyiPeng / causaltensorLinks
A python package for causal inference in panels
☆13Updated 2 months ago
Alternatives and similar repositories for causaltensor
Users that are interested in causaltensor are comparing it to the libraries listed below
Sorting:
- Notebooks for Applied Causal Inference Powered by ML and AI☆144Updated 10 months ago
- Demo data and code for "Sense and Sensitivity Analysis: Simple Post-Hoc Analysis of Bias Due to Unobserved Confounding".☆28Updated 4 years ago
- Design of Simulations using WGAN☆56Updated 3 years ago
- GRAPL: A computational library for nonparametric structural causal modelling, analysis and inference☆84Updated last year
- ☆25Updated 4 years ago
- Course materials for Advanced Topics in Statistical Learning, Spring 2023☆50Updated 6 months ago
- Python implementation of the original R sensemakr package: https://github.com/carloscinelli/sensemakr☆57Updated 8 months ago
- [ NeurIPS 2023 ] Official Codebase for "Conformal Meta-learners for Predictive Inference of Individual Treatment Effects"☆45Updated 2 years ago
- Tools for conformal inference in regression☆251Updated last year
- Materials for STAT 991: Topics In Modern Statistical Learning (UPenn, 2022 Spring) - uncertainty quantification, conformal prediction, ca…☆178Updated last year
- ☆23Updated 3 years ago
- Causal Inference in Python☆45Updated 4 months ago
- Realistic benchmark for different causal inference methods. The realism comes from fitting generative models to data with an assumed caus…☆86Updated 4 years ago
- Code used in the causality course (401-4632-15) at ETH Zurich.☆23Updated 6 years ago
- Short tutorials on the use of machine learning methods for causal inference☆50Updated 3 years ago
- Bayesian Causal Forests☆53Updated last year
- Data for and description of the ACIC 2023 data competition☆32Updated 2 years ago
- Course material for the PhD course in Advanced Bayesian Learning☆60Updated 11 months ago
- ☆23Updated 2 years ago
- difference-in-differences in Python☆107Updated 2 years ago
- Confidence sequences and uniform boundaries☆78Updated last month
- Stochastic tree ensembles (BART / XBART) for supervised learning and causal inference☆70Updated this week
- Conditional calibration of conformal p-values for outlier detection.☆38Updated 3 years ago
- Python package for (conditional) independence testing and statistical functions related to causality.☆31Updated last month
- A package for conformal prediction with conditional guarantees.☆67Updated 4 months ago
- A Python Package providing two algorithms, DAME and FLAME, for fast and interpretable treatment-control matches of categorical data☆62Updated 6 months ago
- Tools for causal discovery in R☆21Updated 3 weeks ago
- ☆24Updated 2 years ago
- Code to run submissions for the Atlantic Causal Inference Competition☆45Updated last year
- This tutorial will introduce key concepts in machine learning-based causal inference. This tutorial is used by professor Susan Athey in t…☆14Updated 2 years ago