arviz

Exploratory analysis of Bayesian models with Python (by arviz-devs)

Arviz Alternatives

Similar projects and alternatives to arviz

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better arviz alternative or higher similarity.

arviz reviews and mentions

Posts with mentions or reviews of arviz. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-11-27.
  • Matplotlib for sabermetric analysis
    2 projects | /r/learnpython | 27 Nov 2021
    pymc3 is the standard Python library for Bayesian statistics, and used ArviZ for plotting, built on top of matplotlib
  • What is Probabilistic Programming?
    4 projects | /r/learnmachinelearning | 6 Sep 2021
    This tutorial explains what is probabilistic programming & provides a review of 5 frameworks (PPLs) using an example taken from Chapter 4 of Statistical Rethinking by Dr. Richard McElreath. Frameworks (PPLs) reviewed are - Stan (https://mc-stan.org/) PyMC3 (https://docs.pymc.io/) Tensorflow Probability (https://www.tensorflow.org/probability) Pyro/NumPyro (https://pyro.ai/) Turing.jl (https://turing.ml/stable/) I also provide the basic review of a great library called arviz (https://arviz-devs.github.io/arviz/), which can be used for all the above-mentioned PPLs to do Exploratory Data Analysis of Bayesian Models. Here is the link to the notebook in which I have implemented the example model using the above Frameworks/PPLs https://colab.research.google.com/drive/1zgR2b0j2waGi1ppnIe1rw7emkbBXtMqF?usp=sharing
  • Hacktoberfest: 69 Beginner-Friendly Projects You Can Contribute To
    67 projects | dev.to | 29 Sep 2020
    https://github.com/arviz-devs/arviz Exploratory analysis of Bayesian models with Python
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    www.influxdata.com | 7 May 2024
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Stats

Basic arviz repo stats
3
1,532
7.9
10 days ago

arviz-devs/arviz is an open source project licensed under Apache License 2.0 which is an OSI approved license.

The primary programming language of arviz is Python.


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