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* [x] simplify/optimise the learning rate scheduler in densenets training.
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* [ ] cosmetic changes in column names for BLU dataframes.
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* [ ] write script for systematic BLU calculation and plots for the O3 real events.
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* [x] retrain densenets using whitened QTs, wider qrange etc, XGB with QTs with missing data etc.
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* [x] retrain densenets using whitened QTs, wider qrange etc,
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* [ ] optimise XGB with QTs with, more info, missing data etc.
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* [ ] increase training set size, check convergence.
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* [ ] Ask lensing group for the O3b representative psd.
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* [x] Ask lensing group for the O3b representative psd.
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* [ ] Gather injection parameters for O3b background from Apratim.
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* [ ] It seems that the dimensions of Healpix grid for bayestar skymaps is same. Compare the overlap and other statistic with the current cartesian map method to the bayestar-skymap-flatten skymap method.
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* [ ] Test robustness of ML with spinning binaries.
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| ... | ... | @@ -418,7 +419,7 @@ Meeting ID: 860 7262 9011 Password: 001303 |
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### Action items:
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* [x] Send the merge request with the development branch, highlighting the code review essential modified scripts.
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* [ ] Add a section for the Code review sign off and send across an email to the committee heads.
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* [x] Add a section for the Code review sign off and send across an email to the committee heads.
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* [x] Create a google link for the future meetings, with JR.
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## 17 November 2021
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| ... | ... | @@ -430,4 +431,4 @@ Meeting ID: 860 7262 9011 Password: 001303 |
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* [ ] Look into skymap calculations, theta to declination conversion as JR pointed out.
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* [ ] Produce a better version of results as soon as possible.
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* [ ] Wrap up the code review. |
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* [x] Wrap up the code review. |
