pyro-ppl/pyro

[FR] allow orthogonal parameters in pyro.param

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#3,142 opened on Oct 2, 2022

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Description

allow orthogonal parameters in pyro.param using nn.utils.parametrizations.orthogonal since, afaik, we don't currently support this kind of functionality.

Contributor guide

Research direction
Examine how pyro.param currently handles constraints and parametrizations, then explore integrating torch.nn.utils.parametrizations.orthogonal to allow orthogonal parameters.
Tech stack
pythonpytorch
Domain
machine learningai
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
2
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
Half day
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
PythonPyTorch
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
75