lincc-frameworks / lincc-frameworks/hyrax
Make a Rubin1000 dataset and Rubin Data Loader
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 41
- Forks
- 7
- Avg merge
- 5d 1h
- Merged PRs (30d)
- 8
Description
The idea here is to make a notebook runnable on RSP which will generate a Rubin 100-1000 dataset from DP0.2 (or equivalent)
This notebook ideally outputs to an easy format (numpy/parquet)
Also make a RubinSampleDataloader (RubinExampleDataloader?) class which operates on the files from the notebook.
Ideally this would be runnable on the RSP for demo purposes, and the Rubin dataset would be uploaded to pooch for easy downloading.
Contributor guide
No contributing guide indexed for this repository
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by reviewing the proposed RSP notebook and the RubinSampleDataloader (or RubinExampleDataloader?) requirements. The notebook should generate a Rubin 100-1000 dataset from DP0.2 or equivalent in a NumPy or easy-to-use format, while the loader operates on those files. Done should include an RSP-runnable demo and, if feasible, a dataset available through pooch.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- jupyter-notebook, numpy, python
- Domain
- data, machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100