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Update Result Review O3b lensing authored by Srashti Goyal's avatar Srashti Goyal
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Result-Review-O3b-lensing.md
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...@@ -70,7 +70,7 @@ In progress: [page](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/wikis/O3-r ...@@ -70,7 +70,7 @@ In progress: [page](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/wikis/O3-r
### Action items: ### Action items:
* [ ] Fix learning rates for densenets as JR suggested. * [x] Fix learning rates for densenets as JR suggested.
* [x] Compare ML FPP and BLU FPP with [GOLUM's CLU]. (https://docs.google.com/spreadsheets/d/1wrpzwudP1MbraJNlCB6arnTCzbeuCPLBx16eReMdQvM/edit#gid=899668020). [notebook](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/master/review/comparison_with_golum.ipynb) * [x] Compare ML FPP and BLU FPP with [GOLUM's CLU]. (https://docs.google.com/spreadsheets/d/1wrpzwudP1MbraJNlCB6arnTCzbeuCPLBx16eReMdQvM/edit#gid=899668020). [notebook](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/master/review/comparison_with_golum.ipynb)
* [x] Share updated results with Justin, after optimisation perhaps. * [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] 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.
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