Bayeslite VS numpyro

Compare Bayeslite vs numpyro and see what are their differences.

Bayeslite

BayesDB on SQLite. A Bayesian database table for querying the probable implications of data as easily as SQL databases query the data itself. (by probcomp)
Databases probabilistic-programming automatic-data-modeling Data Science Machine Learning
Source Code
probcomp.csail.mit.edu
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numpyro

Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU. (by pyro-ppl)
pyro Jax hmc inference-algorithms Numpy bayesian-inference probabilistic-programming Mcmc
Source Code
num.pyro.ai
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Bayeslite numpyro
1 2
914 2,039
0.0% 1.8%
0.0 8.7
5 months ago 5 days ago
Python Python
Apache License 2.0 Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

Bayeslite

Posts with mentions or reviews of Bayeslite. We have used some of these posts to build our list of alternatives and similar projects.

numpyro

Posts with mentions or reviews of numpyro. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-02-10.

What are some alternatives?

When comparing Bayeslite and numpyro you can also consider the following projects:

Hexo - A fast, simple & powerful blog framework, powered by Node.js.

PyMC - Bayesian Modeling and Probabilistic Programming in Python

Jekyll - :globe_with_meridians: Jekyll is a blog-aware static site generator in Ruby

trax - Trax — Deep Learning with Clear Code and Speed

Lektor - The lektor static file content management system

einops - Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

Metalsmith - An extremely simple, pluggable static site generator for Node.js

pyprobml - Python code for "Probabilistic Machine learning" book by Kevin Murphy

Pelican - Static site generator that supports Markdown and reST syntax. Powered by Python.

BayesianEcosystems_IAP - Notes and code for Bayesian ecosystem modeling IAP course

uncertainty-baselines - High-quality implementations of standard and SOTA methods on a variety of tasks.

datasets - TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...

Bayeslite vs Hexo numpyro vs PyMC Bayeslite vs Jekyll numpyro vs trax Bayeslite vs Lektor numpyro vs einops Bayeslite vs Metalsmith numpyro vs pyprobml Bayeslite vs Pelican numpyro vs BayesianEcosystems_IAP Bayeslite vs uncertainty-baselines numpyro vs datasets