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  • Pyro Discussion Forum
    The Future of Pyro It’s been almost three years since we released the alpha version of Pyro in November 2017 And what a ride it’s been! We’ve been thrilled to see our user and contributor base continue to grow, with di… 1: 6900: October 15, 2020
  • 大家一起来完善官方教程汉化版 - Tutorials - Pyro Discussion Forum
    要做一些高斯过程相关的研究,刚接触pyro, 浏览了你的Introduction部分,能在翻译原教程的基础上加入概率图和重点提炼等以帮助理解,着实不错,当然这也是我个人觉得汉化教程最应该具有的闪光点,。
  • Bayesian Neural Net with MCMC and VI - Pyro Discussion Forum
    I am new to pyro but want to learn more about the library as well as Bayesian Neural Networks in general Based on the example in the docs I created a google colab notebook to play around with different toy regression datasets to get a feel for using BNNs with MCMC or VI I noticed that on the small sine dataset, MCMC is performing better than VI but also not “perfectly” Therefore, I was
  • Implementation normalizing flow in matrix normal distribution
    Hi, I’m working on a model where the likelihood follows a matrix normal distribution, X ~ MN_{n,p} (M, U, V) I’m using conjugate priors: M ~ MN U ~ Inverse Wishart V ~ Inverse Wishart As a result, I believe the posterior distribution should also follow a matrix normal distribution Is there a way to implement the matrix normal distribution in Pyro? If I replace the conjugate priors with
  • MCMC inference running too slow for simple example - Misc. - Pyro . . .
    I am new to Pyro and probabilistic inference, but started by running some simple examples inspired by tutorials in other languages (Church and webPPL) This example makes a coin with a certain probability of being fair (here is the strong prior of 0 99) and then flips this coin with the selected Bernoulli weight (different for fair and unfair coins) The goal is then to infer the posterior
  • Simple Bayesian Neural Network examples - Pyro Discussion Forum
    Pyro Discussion Forum Simple Bayesian Neural Network examples Misc caxelrud January 30, 2020, 6:27pm
  • Tensor sizes do not match while sampling - Pyro . . . - Pyro Discussion Forum
    In Pyro, it is required that “All dimensions must be declared either dependent or conditionally independent ” You can take a look at tensor shape tutorial to get a sense of it Home
  • Trouble Initializing Parameters for SVI - numpyro - Pyro Discussion Forum
    Pyro Discussion Forum Trouble Initializing Parameters for SVI numpyro abhi April 22, 2025, 10:19pm





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