pyro-ppl/pyro

add tutorial/example with missing data

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#1,676 opened on Dec 18, 2018

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Exampleshelp wanted

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Description

doing this properly may involve adding some extra machinery, e.g. tensor observations that are partially observed #1106

Contributor guide

Research direction
Examine the referenced issue #1106 for partially observed tensor observations, understand Pyro's existing mechanisms for handling missing data, and design a comprehensive tutorial that demonstrates a simple example with missing data using Pyro's features.
Tech stack
pythonpytorch
Domain
machine learningai
Issue type
Documentation
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-2 days
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Fresh
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Mostly clear
Prerequisites
PythonPyTorchprobabilistic programming basics
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
60