Code-Review.md

@@ -443,7 +443,7 @@ Meeting ID: 860 7262 9011 Password: 001303
 * [x] Share updated results with Justin, after optimisation perhaps.
 * [x] Figure out why the unlensed pairs FPP in O3a background and in test set is not going below 1e-3, whereas test lensed pairs is going upto 1e-5.
 * [x] Produce whitened QTs results.
-* [ ] optimise XGB with QTs with, more info,  missing data etc. [script](https://git.ligo.org/srashti.goyal/lensid/-/blob/master/development/optimise_densenets.py) [notebook](https://git.ligo.org/srashti.goyal/lensid/-/blob/master/development/optimise_XGB_QTs.ipynb)
+* [x] optimise XGB with QTs with, more info,  missing data etc. [script](https://git.ligo.org/srashti.goyal/lensid/-/blob/master/development/optimise_densenets.py) [notebook](https://git.ligo.org/srashti.goyal/lensid/-/blob/master/development/optimise_XGB_QTs.ipynb)
 
 ## 10 December 2021
 * The O3 results status update [page](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/wikis/O3-result-updates) 
@@ -463,5 +463,5 @@ Meeting ID: 860 7262 9011 Password: 001303
 ## Action items:
 * [ ] Ask Justin for Golum lensed injections study if any.
 * [ ] Produce results with whitening for the O3.
-* [ ] Investigate the ML with QTs for the 4 outliers.
+* [x] Investigate the ML with QTs for the 4 outliers.
 * [ ] Make a result review page.