Python bayesian-inference

Open-source Python projects categorized as bayesian-inference
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Topics: #Machine Learning #probabilistic-programming #Python #variational-inference #gaussian-processes
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Top 11 Python bayesian-inference Projects

  • pyro

    Deep universal probabilistic programming with Python and PyTorch

    Project mention: Pyro: The Universal, Probablistic Programming Language | news.ycombinator.com | 2023-07-28

  • PyMC

    Bayesian Modeling in Python

    Project mention: PYMC Release: v5.0.0 | news.ycombinator.com | 2022-12-12

  • Mergify

    Updating dependencies is time-consuming.. Solutions like Dependabot or Renovate update but don't merge dependencies. You need to do it manually while it could be fully automated! Add a Merge Queue to your workflow and stop caring about PR management & merging. Try Mergify for free.

  • causalnex

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

  • numpyro

    Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

  • awesome-normalizing-flows

    Awesome resources on normalizing flows.

  • bambi

    BAyesian Model-Building Interface (Bambi) in Python.

    Project mention: Ask HN: What Are You Learning? | news.ycombinator.com | 2023-07-16

    I’m trying to learn statistics. I’m up to implementing regressions in python using sci-kit learn.

    I was playing around with Bayesian modelling last night with https://bambinos.github.io/bambi/ But I’m not really sure how to interpret the outputs.

    Always open to reading about learning resources/books/videos/courses from others.

  • fortuna

    A Library for Uncertainty Quantification.

    Project mention: 🚀 AWS launches Fortuna, an open-source library for Uncertainty Quantification | /r/Bayes | 2023-01-11

  • Sonar

    Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.

  • cobaya

    Code for Bayesian Analysis

    Project mention: Problem installing Monte Python | /r/cosmology | 2023-01-24

    Another suggestion would be to consider using a more modern package. Cobaya (https://github.com/CobayaSampler/cobaya) is one such package that would do what you want, but is much more modern and user friendly than MontePython.

  • gammy

    :octopus: Generalized additive models in Python with a Bayesian twist (by malmgrek)

  • Gumbi

    Gaussian Process Model Building Interface

  • skbel

    SKBEL - Bayesian Evidential Learning framework built on top of scikit-learn.

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). The latest post mention was on 2023-07-28.

Python bayesian-inference related posts

Index

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

Project Stars
1 pyro 8,134
2 PyMC 7,783
3 causalnex 1,943
4 numpyro 1,881
5 awesome-normalizing-flows 1,160
6 bambi 939
7 fortuna 723
8 cobaya 102
9 gammy 71
10 Gumbi 47
11 skbel 19

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