numpyro VS Bayeslite

Compare numpyro vs Bayeslite and see what are their differences.

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

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 Bayeslite
2 1
2,039 914
1.1% -0.1%
8.7 0.0
11 days ago 5 months 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.

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.

Bayeslite

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

What are some alternatives?

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

PyMC - Bayesian Modeling and Probabilistic Programming in Python

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

trax - Trax — Deep Learning with Clear Code and Speed

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

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

Lektor - The lektor static file content management system

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

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

BayesianEcosystems_IAP - Notes and code for Bayesian ecosystem modeling IAP course

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

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

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

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