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pmelchior / scarlet

hyperspectral galaxy modeling and deblending
MIT License
51 stars 22 forks source link

Regression test data sets #267

Open silkerice opened 2 years ago

silkerice commented 2 years ago

Hello,

As part of my bachelor thesis I'm playing around with the constraints for the SCARLET algorithm. I want to test the SCARLET algorithm without any monotonicity constraint to see how much worse it performs in that case. On the website you created (https://pmelchior.github.io/scarlet/regression.html) you discuss three datasets used for regression testing. I tried accessing these datasets via the api.py and aws.py files (scarlet/scarlet/testing/....), but was not able to do so. Is it possible to access the AWS container so I can download these datasets?

Thank you in advance!

pmelchior commented 2 years ago

@fred3m is there a way to allow the data download from AWS or would it be better to make a static download for Silke?

fred3m commented 2 years ago

Sorry for the delayed response, I've been out of the office. Will post an update soon after @pmelchior and I talk offline.

pmelchior commented 2 years ago

The solution we came up is to open-source the test data in the form of a git-lfs repo, so everyone (incl us) who needs it can simply clone the repo.