The Top 8 Python Machine Learning Causal Inference Causality Open Source Projects

Open source projects categorized as Python Machine Learning Causal Inference Causality

Categories > Causal Inference

Categories > Causality

Categories > Machine Learning > Machine Learning

Categories > Programming Languages > 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.

dependent packages 7total releases 14most recent commit a day ago

Causaldiscoverytoolbox ⭐ 804

Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.

dependent packages 2total releases 37most recent commit 2 years ago

Scikit Uplift ⭐ 572

❗ uplift modeling in scikit-learn style in python 🐍

total releases 14most recent commit a year ago

Lingam ⭐ 312

Python package for causal discovery based on LiNGAM.

total releases 22most recent commit 3 months ago

Causeinfer ⭐ 54

Machine learning based causal inference/uplift in Python

total releases 35most recent commit 5 months ago

Openasce ⭐ 35

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.

most recent commit 4 months ago

Cfml_tools ⭐ 12

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

most recent commit 3 years ago

Unicorn ⭐ 10

A Framework for Reasoning about System Performance using Causal AI

most recent commit 2 years ago

The 2 Most Depended On Python Machine Learning Causal Inference Causality Open Source Projects

Dowhy ⭐ 6,730

dependent packages 7total releases 14latest release December 06, 2023most recent commit a day ago

Causaldiscoverytoolbox ⭐ 804

Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.

dependent packages 2total releases 37latest release August 23, 2022most recent commit 2 years ago

The 5 Latest Releases In Python Machine Learning Causal Inference Causality Open Source Projects

Dowhy ⭐ 6,730

dependent packages 7total releases 14latest release December 06, 2023most recent commit a day ago

Lingam ⭐ 312

Python package for causal discovery based on LiNGAM.

total releases 22latest release October 07, 2023most recent commit 3 months ago

Causaldiscoverytoolbox ⭐ 804

Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.

dependent packages 2total releases 37latest release August 23, 2022most recent commit 2 years ago

Causeinfer ⭐ 54

Machine learning based causal inference/uplift in Python

total releases 35latest release July 09, 2022most recent commit 5 months ago

Scikit Uplift ⭐ 572

:exclamation: uplift modeling in scikit-learn style in python :snake:

total releases 14latest release June 17, 2022most recent commit a year ago