A causal tree method (Causal Tree Learn (CTL)) for heterogeneous treatment effects in Python
☆67Mar 7, 2024Updated 2 years ago
Alternatives and similar repositories for CTL
Users that are interested in CTL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A version of scikit-learn that includes implementations of Wager & Athey and Scott Powers causal forests.☆22Nov 9, 2016Updated 9 years ago
- Working repository for Causal Tree and extensions☆450Apr 12, 2025Updated last year
- Causal Inference☆11May 25, 2020Updated 6 years ago
- Intensive Python programming course materials for PUCP☆50Feb 19, 2026Updated 4 months ago
- A Causal Decision Tree algorithm for causality inference with continuous variables☆23Jan 15, 2021Updated 5 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Inte…☆4,693Updated this week
- Multiple Response Uplift (or heterogeneous treatment effects) package that builds and evaluates tradeoffs with multiple treatments and mu…☆71Apr 26, 2025Updated last year
- A Python Framework for Automatically Evaluating various Uplift Modeling Algorithms to Estimate Individual Treatment Effects☆23Aug 14, 2023Updated 2 years ago
- A sensitivity analysis package for causal effects☆12Mar 18, 2024Updated 2 years ago
- ☆296Apr 3, 2022Updated 4 years ago
- Reinforcement Learning for Uplift Modeling☆13Mar 13, 2021Updated 5 years ago
- Sensitivity analysis tools for causal ML☆20Apr 1, 2026Updated 3 months ago
- Fit Sparse Synthetic Control Models in Python☆90Mar 26, 2024Updated 2 years ago
- Generalized Random Forests☆1,097Apr 30, 2026Updated 2 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆41Jul 28, 2021Updated 4 years ago
- Accelerated array computing and code transformations for R☆65Jun 25, 2026Updated last week
- Bias correction method using quantile mapping☆15Dec 10, 2023Updated 2 years ago
- This tutorial will introduce key concepts in machine learning-based causal inference. This tutorial is used by professor Susan Athey in t…☆14Jul 21, 2023Updated 2 years ago
- Counterfactual Regression☆25Jul 12, 2016Updated 9 years ago
- Bayesian Causal Forests☆53May 15, 2024Updated 2 years ago
- Datasets for Causal-Structure-Learning Repo☆15Apr 22, 2020Updated 6 years ago
- (ICML2020) “Counterfactual Cross-Validation: Stable Model Selection Procedure for Causal Inference Models’’☆31Mar 24, 2023Updated 3 years ago
- Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins☆1,350Jan 8, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Template repository for research papers.☆118Nov 2, 2022Updated 3 years ago
- Statistical dowscaling of climate data at daily scale using quantile mapping (QPM) technique.☆19May 26, 2022Updated 4 years ago
- An index of algorithms for learning causality with data☆3,270Jan 22, 2025Updated last year
- ☆24Aug 19, 2020Updated 5 years ago
- Extensive tutorials for learning how to build deep learning models for causal inference (HTE) using selection on observables in Tensorflo…☆354Oct 17, 2024Updated last year
- A Test Collection for Evaluating Retrieval of Studies for Inclusion in Systematic Reviews☆12Sep 22, 2023Updated 2 years ago
- CausalLift: Python package for causality-based Uplift Modeling in real-world business☆357Apr 15, 2026Updated 2 months ago
- ☆35Sep 29, 2018Updated 7 years ago
- This material has been created based on the tutorials of the course 14.388 Inference on Causal and Structural Parameters Using ML and AI …☆18May 5, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- R package cfcausal☆32Dec 6, 2022Updated 3 years ago
- 多维监控异常根因分析，复现论文ISSRE 2019 REG paper 'Generic and Robust Localization of Multi-Dimensional Root Cause'.☆52Dec 8, 2022Updated 3 years ago
- Implementation of Deep IV: A Flexible Approach for Counterfactual Prediction☆160Jun 17, 2021Updated 5 years ago
- ☆88Apr 14, 2026Updated 2 months ago
- Uplift modeling and causal inference with machine learning algorithms☆5,890Updated this week
- ☆16Oct 9, 2025Updated 8 months ago
- Sklearn-style implementations of Neural Network-based Conditional Average Treatment Effect (CATE) Estimators.☆158Jun 22, 2024Updated 2 years ago