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### Action items:
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* [ ] simplify/optimise the learning rate scheduler in densenets training.
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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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* [ ] 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, XGB with QTs with 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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* [ ] 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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## 9 November 2021
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* All the scripts for the code review are checked by Deep and JR.
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* A minor changes in the new branch development is pushed.
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* Deep won't be able to do with the result review due to the other commitments.
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* JR suggested to meet at Wednesdays, 5 pm IST on google meets.
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* We discussed about the remaining sanity checks, result review and the real noise injections.
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### Action items:
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* [ ] 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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* [ ] Create a google link for the future meetings, with JR.
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