astronomy-commons / astronomy-commons/lsdb

Create tokenized data for two imaging surveys

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dataset modalities-support
Dominant language
Python
Stars
55
Forks
26
Avg merge
4d 1h
Merged PRs (30d)
8

Description

Identify two nice surveys to use for foundation model training (they should strongly overlap) and tokenize them. Related to: https://github.com/astronomy-commons/lsdb-foundation-model/issues/2

Contributor guide

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Research direction

Start by reviewing the related foundation-model issue and the LSDB interfaces for selecting and tokenizing survey catalogs. Identify two strongly overlapping imaging surveys, document the selection, and produce tokenized data suitable for foundation-model training. The payload names no files or tests, so the relevant entry points still need to be located.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
data, machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Active
Clarity
Needs clarification
Newbie friendliness
30/100

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