* [x] simplify/optimise the learning rate scheduler in densenets training.
* [x] simplify/optimise the learning rate scheduler in densenets training.
* [ ] cosmetic changes in column names for BLU dataframes.
* [ ] cosmetic changes in column names for BLU dataframes.
* [ ] write script for systematic BLU calculation and plots for the O3 real events.
* [ ] write script for systematic BLU calculation and plots for the O3 real events.
* [x] retrain densenets using whitened QTs, wider qrange etc, XGB with QTs with missing data etc.
* [x] retrain densenets using whitened QTs, wider qrange etc,
* [ ] optimise XGB with QTs with, more info, missing data etc.
* [ ] increase training set size, check convergence.
* [ ] increase training set size, check convergence.
* [] Ask lensing group for the O3b representative psd.
* [x] Ask lensing group for the O3b representative psd.
* [ ] Gather injection parameters for O3b background from Apratim.
* [ ] Gather injection parameters for O3b background from Apratim.
* [ ] 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.
* [ ] 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.
* [ ] Test robustness of ML with spinning binaries.
* [ ] Test robustness of ML with spinning binaries.