ML4GW / ML4GW/aframe

Validate new p_astro model on MDC

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science
Dominant language
Python
Stars
18
Forks
28
Avg merge
2d 2h
Merged PRs (30d)
7

Description

Run the updated p_astro pipeline on the Mock Data Challenge dataset and compare results against both the previous Aframe method and the values reported by other searches for the same events.

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by locating the updated p_astro pipeline and the Mock Data Challenge dataset workflow in the repository. Run the pipeline on the MDC data, then compare its results with the previous Aframe method and values reported by other searches for the same events; done means the comparisons are recorded and explained.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
machine-learning
Issue type
Feature
Difficulty
4/5
Estimated time
3-5 days
Activity status
Quiet
Clarity
Mostly clear
Newbie friendliness
45/100

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