AUTOGUIDE FOR A DEEP LEARNING MLP MODEL - PYRO DISCUSSION FORUM
Nov 21, 2023 Hello, I am not sure that I understand well how the AutoDiagonalNormal AutoGuide works. I have a MLP model and I want to do an SVI on this model. Given that my … From forum.pyro.ai
Jul 10, 2024 Hi, I’m using the latest pyro and tutorials. In another place I have a BVAE pytorch implementation that trains on audio waveforms and denoises them by losing information … From forum.pyro.ai
TROUBLE INITIALIZING PARAMETERS FOR SVI - FORUM.PYRO.AI
Apr 22, 2025 the issue was because this was not differentiable! the fix was following guidance from Best practice to handle division by zero in auto-differentiation · Issue #5039 · jax-ml/jax · … From forum.pyro.ai
BATCH PROCESSING NUMPYRO MODELS USING RAY - FORUM.PYRO.AI
Mar 14, 2025 Hello again, Related post: Batch processing Pyro models so cc: @fonnesbeck as I think he’ll be interested in batch processing Bayesian models anyway. I want to run lots of … From forum.pyro.ai
ERROR IN GAUSSIAN PROCESS EXAMPLE - PYRO DISCUSSION FORUM
Jul 17, 2021 Dear all, Have anyone try the gaussian process example in numpyro documentation? https://num.pyro.ai/en/stable/examples/gp.html Unfortunately I got this error … From forum.pyro.ai
VALUEERROR: INCOMPATIBLE SHAPES FOR ... - PYRO DISCUSSION FORUM
May 17, 2024 Hi, i’m trying to learn multiple (5) coefficients for each treatment group. So i set up my code so that for each “treatment” in the “treatment” plate, i draw 5 numbers from a normal … From forum.pyro.ai
REPRODUCING TRANSFORMED GAMMA DISTRIBUTION - MISC. - PYRO …
I’m developing a probabilistic error model in Pyro, where I’m modeling errors as samples from a transformed Gamma distribution. My goal is to use MCMC to simulate realistic error values … From forum.pyro.ai
"IT IS ALWAYS SAFE TO ASSUME DEPENDENCE" - TO_EVENT VS PLATE
Jul 4, 2025 Hello ! I’m a statistician new to Pyro. I want to understand the documentation for “it is always safe to assume dependence”. In the model we could have 3 dependency scenarios for … From forum.pyro.ai
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