Code-Review.md

@@ -135,8 +135,8 @@ Git Hash: 493ea099f42fc50d2cc081754d5395f57fafae76
 | [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 | 2e3215024a42c08081d612c3713ffd54fbba5f7e | ------- | -------------- |
 | [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 | 2e3215024a42c08081d612c3713ffd54fbba5f7e | --- | -------------- |
 | [condor_lensid_make_predictions.py](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/master/condor_lensid_make_predictions.py), [config_O3_events.yaml](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/master/config_O3_events.yaml) | Condor Script for computing ML predictions and FPPs using, [ml_predict_workflow.py](https://git.ligo.org/srashti.goyal/lensid/-/blob/master/package/lensid/ml_predict_workflow.py). Eg: `python condor_lensid_make_predictions` Note: change `exec_file_loc` in the script according to your installation and `odir` in config file. | OK-DC | ca47c5ce71fa7405b84c944235a8646abcd216d4 | --------- | ---------------- |
-| [get_candidates_compare_to_blu.ipynb](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/master/O3_ML_gwtc3/get_candidates_compare_to_blu.ipynb) | Notebook for comparing ML and BLU results for the full O3 catalogue of BBHs. | -------- | ---------- | --------- | ---------------- |
-| [investigations_visualisations.ipynb](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/master/review/investigations_visualisations.ipynb) | Notebook to visualise qtransforms and skymaps of the interesting candidate real event pairs. | -------- | Should this be reviewed? | --------- | ---------------- |
+
+
 
 ## Top-level scripts: Training and testing workflow.
 | Scripts | Short description | Status | git hash | Comment | final sign-off |
@@ -464,4 +464,4 @@ Meeting ID: 860 7262 9011 Password: 001303
 * [ ] Ask Justin for Golum lensed injections study if any.
 * [ ] Produce results with whitening for the O3.
 * [x] Investigate the ML with QTs for the 4 outliers.
-* [ ] Make a result review page.
+* [x] Make a result review page.