probcomp/metaprob

HMM forward filtering and backward sampling

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#17 opened on May 21, 2018

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Description

VKM: "HMM forward filtering + backward sampling, on a real-world example" https://github.com/probcomp/metaprob-clojure/milestones/5

Contributor guide

Research direction
Study the HMM forward filtering backward sampling algorithm and implement it in the metaprob clojure language. Look at existing examples in the repository for guidance.
Tech stack
javascript
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.
3
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
probabilistic programmingHMM
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
40