pyro-ppl/pyro

[feature request] Implementing TrustVI

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#2,768 opened on Feb 19, 2021

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 (11 comments) (2 reactions) (1 assignee)Python (981 forks)batch import
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Description

Hey!

I am the guy from the post here: https://forum.pyro.ai/t/possible-help/2169/4. We are planning on implementing TrustVI and we made a document with a couple of questions, goals, a rough idea of what to do, and a brief summary of the algorithm at the end. It would be quite helpful if we could get some feedback on our rough goals.

https://docs.google.com/document/d/1wll-yJCKc5RUku1etscg6m_EGU9rDQZrnhGBdQDNwHs/edit?usp=sharing

I apologize if there are any mistakes in the document. We aren't yet with all of the inner workings of Pyro (though we are trying and hopefully will be at some point!)

Contributor guide

Research direction
Review the Google Doc to understand the TrustVI algorithm, then design and implement it in Pyro, ensuring integration with the existing inference framework.
Tech stack
pythonpytorch
Domain
machine learning
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
4
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
3-5 days
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.
Needs investigation
Prerequisites
PythonPyTorchprobabilistic programming
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
30