Updating/Generalizing Light Curve to Tensor Loading#397
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malinadesai wants to merge 7 commits intonuclear-multimessenger-astronomy:mainfrom
Open
Updating/Generalizing Light Curve to Tensor Loading#397malinadesai wants to merge 7 commits intonuclear-multimessenger-astronomy:mainfrom
malinadesai wants to merge 7 commits intonuclear-multimessenger-astronomy:mainfrom
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replace outdated functions with more general ones that can take a directory of NMMA light curves and convert and save them as pytorch tensors
add cli option to convert light curves to pytorch tensors
removed global variable dependencies, added expander dim as a user tuneable parameter for the embedding
added in light curve normalization, list comprehension for detection limits and padding data, and slight code reorganization
added list functionality for detection limits and data fillers
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I removed dependence on any local or global variables and also did some general code clean up to make the dataloading more general. the main function can now handle taking a full directory of light curves (can be any light curves, user can specify the label, dir, and injection file) and will turn that into a pytorch tensor with the option to save them. users can do just "varied" light curves (ie any light curves) but there is additional functionality to process fixed counterparts at the same time. also, adding a file that allows users to run this from the command line.