funsor

Functional tensors for probabilistic programming (by pyro-ppl)
Add to my DEV experience probabilistic-programming Pytorch Numpy Symbolic Machine Learning pyro Jax
Source Code
funsor.pyro.ai
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funsor reviews and mentions

Posts with mentions or reviews of funsor. We have used some of these posts to build our list of alternatives and similar projects.
  • Functions are Vectors
    1 project | news.ycombinator.com | 30 Jul 2023
    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

Stats

Basic funsor repo stats
1
232
3.3
8 months ago

pyro-ppl/funsor is an open source project licensed under Apache License 2.0 which is an OSI approved license.

The primary programming language of funsor is Python.

Popular Comparisons

  1. funsor VS pyprobml
  2. funsor VS lightwood
  3. funsor VS numpyro
  4. funsor VS pyro
  5. funsor VS ivy

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