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animikhroy / rk_toolkit_pipeline_diagrams

Master-repository for all code related to "A Novel Approach to Topological Graph Theory with R-K Diagrams and Gravitational Wave Analysis"
https://arxiv.org/abs/2201.06923
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Updated Accuracy Scores along with Receiver Operating Characteristics ROC & AUC once the rest is completed. #9

Open andorsk opened 2 years ago

andorsk commented 2 years ago

Linked Issue: https://github.com/andorsk/rk_toolkit/issues/9

andorsk commented 2 years ago

https://github.com/andorsk/rk_toolkit/issues/7

andorsk commented 2 years ago

Basics up.

image

But this is not informative. Will look into this more later.

animikhroy commented 2 years ago

I have made a doc to collect all the results, images and brief descriptions in one place with relevant comments wherever applicable for your consideration when you address this issue today. Here is the link to that results doc for your reference:

https://docs.google.com/document/d/13DjS3Y44cE9hJq6H403zvSlkI1o9uMNBhBhK9jaRGQ8/edit?usp=sharing

This google doc is solely focused on the updated results and descriptions for ligo_secondary_analysis.ipynb. I am putting all the issues in sequence and requesting brief descriptions of techniques and methodologies involved with relevant references to cite (if any) based on your work, for me to then elaborate further on those points in details and quickly wrap up the final draft of the paper for peer review.

andorsk commented 2 years ago

Better image

andorsk commented 2 years ago

Updated on the doc

animikhroy commented 2 years ago

Need to revisit this issue later with better support for ML training and more simulated injection studies!