Top 3 Python pyro Projects

numpyro

2 2,039 8.7 Python

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

Project mention: Bayesian Analysis with Python | news.ycombinator.com | 2024-02-10

orbit

1 1,804 7.8 Python

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood. (by uber)
InfluxDB

www.influxdata.com featured

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
funsor

1 232 3.3 Python

Functional tensors for probabilistic programming

Project mention: Functions are Vectors | news.ycombinator.com | 2023-07-30

Plug for the Funsor library, written by Eli Bingham and me for use in the Pyro and NumPyro probabilistic programming languages. We tried to take the "functions are tensors" perspective and make a numpy-like library for functions, aimed mostly at the log-density functions of probability distributions.
Paper: "Functional Tensors for Probabilistic Programming" (2019) https://arxiv.org/abs/1910.10775
Code: https://github.com/pyro-ppl/funsor

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).