Result-Review-O3b-lensing.md

@@ -164,7 +164,7 @@ In progress: [page](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/wikis/O3-r
 
 * The input strains, Qtransforms, bayestar skymaps along with the PE skymaps are re-downloaded, using the channels and deglitched frames(using [config](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/master/data_download_preparation/events_config_golum_180222.json)) consistent with PE. Scripts modified: [data_download.py](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/master/data_download_preparation/data_download.py), [data_prepare.py](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/master/data_download_preparation/data_prepare.py).
 
-* Many of the events are double detector events in O3, hence we changed the strategy for getting predictions for ML with Qtransforms. Instead of using XGBoost machine we now multipy the DenseNet outputs for the individual detectors. [notebook](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/tree/master/O3_ML_gwtc3/results_3dec_kaggle_re_pesky_18022022)
+* Many of the events are double detector events in O3, hence we changed the strategy for getting predictions for ML with Qtransforms. Instead of using XGBoost machine we now multipy the DenseNet outputs for the individual detectors. [notebook](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/master/review/missing_strain_ML_qts_product.ipynb)
 
 * We also discussed about the pair S191103a-S191105e. After using the PE skymaps ML FPP lowered, but still below the threshold. JR pointed out that the S191105e has weird looking Qtransform, in L1 detector, its not like a chirp but like a broken chirp with intensity in the middle rather than end.