-
Updated
Aug 17, 2018 - Python
treatment-effects
Here are 13 public repositories matching this topic...
clairvoyance2: a Unified Toolkit for Medical Time Series
-
Updated
May 25, 2023 - Python
[ICLR24] A Variational Framework for Estimating Continuous Treatment Effects with Measurement Error
-
Updated
Jul 7, 2024 - Python
Implementation of neural network algorithm for estimation of heterogeneous treatment effects and propensity scores described in Farrell, Liang, and Misra (2021)
-
Updated
Jun 19, 2021 - Python
Code for CIKM'18 paper, Linked Causal Variational Autoencoder for Inferring Paired Spillover Effects.
-
Updated
Jan 15, 2023 - Python
BITES: Balanced Individual Treatment Effect for Survival data
-
Updated
Jul 24, 2023 - Python
My collection of causal inference algorithms built on top of accessible, simple, out-of-the-box ML methods, aimed at being explainable and useful in the business context
-
Updated
Dec 26, 2022 - Python
Machine learning based causal inference/uplift in Python
-
Updated
Nov 24, 2023 - Python
A General Causal Inference Framework by Encoding Generative Modeling
-
Updated
Jun 1, 2024 - Python
OpenASCE (Open All-Scale Casual Engine) is a Python package for end-to-end large-scale causal learning. It provides causal discovery, causal effect estimation and attribution algorithms all in one package.
-
Updated
Jan 19, 2024 - Python
Code for the WSDM '20 paper, Learning Individual Causal Effects from Networked Observational Data.
-
Updated
Jul 8, 2021 - Python
Sklearn-style implementations of Neural Network-based Conditional Average Treatment Effect (CATE) Estimators.
-
Updated
Jun 22, 2024 - Python
DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.
-
Updated
Jul 23, 2024 - Python
Improve this page
Add a description, image, and links to the treatment-effects topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the treatment-effects topic, visit your repo's landing page and select "manage topics."