Python bayesian-networks

Open-source Python projects categorized as bayesian-networks
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causal-inference causal-models Machine Learning Data Science graphical-models
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Top 3 Python bayesian-network Projects

bayesian-networks

  1. 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.

  2. Civic Auth

    Simple auth for Python backends. Drop Civic Auth into your Python backend with just a few lines of code. Email login, SSO, and route protection built-in. Minimal config. Works with FastAPI, Flask, or Django.

    Civic Auth logo

  3. pgmpy

    Python library for building, learning, and reasoning with causal models.

  4. causalnex

    A Python library that helps data scientists to infer causation rather than observing correlation.

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 bayesian-networks discussion

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Python bayesian-networks 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

  • How many of you still buy and read textbooks after your degree?

    1 project | /r/datascience | 1 Jun 2022

  • Use data from tables generated in python console,

    1 project | /r/pythonhelp | 14 Feb 2022
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Index

What are some of the best open-source bayesian-network projects in Python? This list will help you:

# Project Stars
1 dowhy 7,682
2 pgmpy 3,027
3 causalnex 2,333

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Simple auth for Python backends
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