Python graphical-models

Open-source Python projects categorized as graphical-models
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Topics: causal-inference Machine Learning Data Science Regression Python3
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Python graphical-model Projects

  • dowhy

    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.

    • Project mention: Causality for Machine Learning | news.ycombinator.com | 2023-09-26

    I'm a fan of the Do Why library out of Microsoft. Even as a novice in the field of causal modeling it can get you up and running by estimating the causal graph based on your data. https://github.com/py-why/dowhy

  • auton-survival

    Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Events

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python graphical-models related posts

  • Acceptable data formats for Predictive Stepwise Logistic Regression

    1 project | /r/AskStatistics | 7 Apr 2023

  • Do you use any specific framework when it comes to causal inference?

    1 project | /r/causality | 9 Mar 2023

  • Causal Explanations Considered Harmful: On the logical fallacy of causal projection

    1 project | /r/philosophy | 7 Dec 2022

  • [Q] What are some of the most useful topics/classes in philosophy for Statistics?

    2 projects | /r/statistics | 11 Jul 2022

  • [R] DoWhy-GCM: An extension of DoWhy for causal inference in graphical causal models

    2 projects | /r/MachineLearning | 21 Jun 2022
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Index

Project Stars
1 dowhy 6,757
2 auton-survival 296

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