Result-Review-O3b-lensing.md

@@ -42,7 +42,7 @@ Git hash: 09e01c8972074ee4f44120afb9095ea76c458c9f
 ## Scripts/Configs
 | Script | Short description | Status | git hash | Comment | final sign-off |
 |--------|-------------------|--------|----------|---------|----------------|
-| [data_download.py](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/master/data_download_preparation/data_download.py) | Script for downloading events info, skymaps(.fits) from GraceDB and strain data from ligo servers using GWpy. Note: needs valid ligo key path(line 26) for accessing non-public data in Gracedb., eg: `/tmp/x509up\*` | DC: OK | 4e81d2bb94c38960e6e5d2e4104c94679a78bb67 | ------- | JRC------------ |
+| [data_download.py](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/master/data_download_preparation/data_download.py) | Script for downloading events info, skymaps(.fits) from GraceDB and strain data from ligo servers using GWpy. Note: needs valid ligo key path(line 26) for accessing non-public data in Gracedb., eg: `/tmp/x509up\\\*` | DC: OK | 4e81d2bb94c38960e6e5d2e4104c94679a78bb67 | ------- | JRC------------ |
 | [data_prepare.py](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/master/data_download_preparation/data_prepare.py) | Preparing Qtransform images, dataframes and skymaps for O3 real events given the event list and raw data downloaded from LIGO servers. Note: raw data on CIT is in `/home/srashti.goyal/lensid-ml-o3/data_download_preparation/O3` | DC: OK | 4e81d2bb94c38960e6e5d2e4104c94679a78bb67 | --- | -JRC------------- |
 | [ml_predict_workflow.py](https://git.ligo.org/srashti.goyal/lensid/-/blob/master/package/lensid/ml_predict_workflow.py), [config_O3_events.yaml](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/master/config_O3_events.yaml) | Script for computing ML predictions for a given event pairs in dataframe, their skymaps, Qtransforms and the trained ML models. Optionally computes the False Positive Probabilities given the background. It requires config file as input. Eg: `lensid_make_predictions -config /home/srashti.goyal/lensid-ml-O3/config_O3_events.yaml` Note: change `odir` in **config** file. | JR: OK | ---------- | DC: Should be considered in the results review | -JRC--------------- |
 | [get_candidates_compare_to_blu_tagged.ipynb](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/master/O3_ML_gwtc3/get_candidates_compare_to_blu_tagged.ipynb) | Notebook for comparing ML and BLU results for the full O3 catalogue of BBHs. | JRC: OK | 09e01c8972074ee4f44120afb9095ea76c458c9f | --------- | -JRC--------------- |
@@ -80,7 +80,12 @@ PO and LensID results tracking [page](https://git.ligo.org/srashti.goyal/lensid-
 </td>
 <td>List of events considered for the O3 lensing analysis</td>
 <td>OK-JRC--------</td>
-<td>4e81d2bb94c38960e6e5d2e4104c94679a78bb67</td>
+<td>
+
+4e81d2bb94c38960e6e5d2e4104c94679a78bb67
+
+09e01c8972074ee4f44120afb9095ea76c458c9f
+</td>
 <td>---------</td>
 <td>
 
@@ -94,7 +99,12 @@ PO and LensID results tracking [page](https://git.ligo.org/srashti.goyal/lensid-
 </td>
 <td>Contains paths to the Qtransforms, Skymaps, background, machines used for producing the final results</td>
 <td>OK-JRC--------</td>
-<td>4e81d2bb94c38960e6e5d2e4104c94679a78bb67</td>
+<td>
+
+4e81d2bb94c38960e6e5d2e4104c94679a78bb67
+
+09e01c8972074ee4f44120afb9095ea76c458c9f
+</td>
 <td>---------</td>
 <td>
 
@@ -128,6 +138,8 @@ PO statistics results used for FPP computations and making the plot. md5sum: `03
 <td>
 
 45d7bde987481f175e065ee3665ec03d3ab7ca5e
+
+09e01c8972074ee4f44120afb9095ea76c458c9f
 </td>
 <td>---------</td>
 <td>----------------</td>
@@ -141,8 +153,13 @@ PO statistics results used for FPP computations and making the plot. md5sum: `03
 
 PO statistics background injection results used for FPP computations and making the plot. md5sum: `a85bbc0327a128ca29323fe697a7b3ef`
 </td>
-<td>--------</td>
-<td>45d7bde987481f175e065ee3665ec03d3ab7ca5e</td>
+<td>OK-JRC--------</td>
+<td>
+
+45d7bde987481f175e065ee3665ec03d3ab7ca5e
+
+09e01c8972074ee4f44120afb9095ea76c458c9f
+</td>
 <td>---------</td>
 <td>----------------</td>
 </tr>
@@ -169,8 +186,13 @@ PO statistics background injection results used for FPP computations and making
 [Plot notebook](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/master/O3_ML_gwtc3/plot_ml_blu_predictions.ipynb)
 </td>
 <td>Notebook to plot the fig. 1 from the ML and PO analysis results, and preparing cleaned up results for data release.</td>
-<td>--------</td>
-<td>45d7bde987481f175e065ee3665ec03d3ab7ca5e</td>
+<td>OK-JRC--------</td>
+<td>
+
+45d7bde987481f175e065ee3665ec03d3ab7ca5e
+
+09e01c8972074ee4f44120afb9095ea76c458c9f
+</td>
 <td>---------</td>
 <td>
 
@@ -182,8 +204,13 @@ PO statistics background injection results used for FPP computations and making
 [Data release](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/master/O3_ML_gwtc3/ML_PO_FPPs_data_release.csv)
 </td>
 <td>Cleaned up version of final results</td>
-<td>--------</td>
-<td>45d7bde987481f175e065ee3665ec03d3ab7ca5e</td>
+<td>OK-JRC--------</td>
+<td>
+
+45d7bde987481f175e065ee3665ec03d3ab7ca5e
+
+09e01c8972074ee4f44120afb9095ea76c458c9f
+</td>
 <td>---------</td>
 <td>
 
@@ -245,7 +272,7 @@ PO statistics background injection results used for FPP computations and making
 ## 5 January 2022
 
 * We discussed the performance of XGBoost with QTs for the 2 detector real events.
-* Imputing the dense outputs(i.e. input features of XGBoost) for the missing data help but is not logically understood. (notebook)\[https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/master/review/missing_strain_ML_qts.ipynb\]
+* Imputing the dense outputs(i.e. input features of XGBoost) for the missing data help but is not logically understood. (notebook)\[https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/master/review/missing_strain_ML_qts.ipynb\\\]
 * We converged on the training configurations for the final ML results for O3.
 
 ### Action items: