Result-Review-O3b-lensing.md

@@ -61,7 +61,7 @@ Git hash: 09e01c8972074ee4f44120afb9095ea76c458c9f
 | [missing_strain_ML_qts.ipynb](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/master/review/missing_strain_ML_qts.ipynb) | Implement XGBoost with QTs using imputed values instead of 1s(default) for the single/double detector real events. Additionally compare the results of PO and ML to Golum for the selected candidates. | JRC: 0K | 09e01c8972074ee4f44120afb9095ea76c458c9f | ---------------- |
 
 
-## O3b paper results
+## O3b paper results and data release
 
 PO and LensID results tracking [page](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/wikis/O3-result-updates).
 
@@ -72,7 +72,10 @@ PO and LensID results tracking [page](https://git.ligo.org/srashti.goyal/lensid-
 | [Final results](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/09e01c8972074ee4f44120afb9095ea76c458c9f/O3_ML_gwtc3/results_21april_kaggle_re_pesky_18022022/ML_BLU_FPPs_imputed_missing_strains.csv) | Total 2415 pairs, 79 selected for Joint-PE follow up analysis by combine ML and PO pipelines | OK-JRC-------- | 09e01c8972074ee4f44120afb9095ea76c458c9f | --------- | :heavy_check_mark: |
 |[PO foreground results](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/0d8fab522c4194189fbf08dfed4dca0480f6b703/blu/O3_fg_bayes_factors_21april.txt)| PO statistics results used for FPP computations and making the plot. md5sum: `03f999e9c8eb3968506386cdfadb5461`|--------|----------|---------|----------------|
 |[PO background results](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/0d8fab522c4194189fbf08dfed4dca0480f6b703/blu/blu_injections.csv)| PO statistics background injection results used for FPP computations and making the plot. md5sum: `a85bbc0327a128ca29323fe697a7b3ef` |--------|----------|---------|----------------|
-| [PO and ML plot](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/09e01c8972074ee4f44120afb9095ea76c458c9f/O3_ML_gwtc3/results_21april_kaggle_re_pesky_18022022/ML_BLU_scatter_hist_FPPs.pdf) | ML and PO False positive probabilities for all the O3 pairs. Threshold of FPP = 0.01 signifies the pairs considered for joint-pe analysis. | OK-JRC-------- | 09e01c8972074ee4f44120afb9095ea76c458c9f | --------- | :heavy_check_mark: |
+| [PO and ML plot](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/09e01c8972074ee4f44120afb9095ea76c458c9f/O3_ML_gwtc3/results_21april_kaggle_re_pesky_18022022/ML_BLU_scatter_hist_FPPs.pdf) [legend_shifted](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/45d7bde987481f175e065ee3665ec03d3ab7ca5e/O3_ML_gwtc3/results_21april_kaggle_re_pesky_18022022/ML_BLU_scatter_hist_FPPs_anchor.pdf) | ML and PO False positive probabilities for all the O3 pairs. Threshold of FPP = 0.01 signifies the pairs considered for joint-pe analysis. | OK-JRC-------- | 09e01c8972074ee4f44120afb9095ea76c458c9f | --------- | :heavy_check_mark: |
+|[Plot notebook](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/master/O3_ML_gwtc3/plot_ml_blu_predictions.ipynb)|Notebook to plot the fig. 1 from the ML and PO analysis results, and preparing cleaned up results for data release.|--------|----------|---------| |
+|[Data release](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/master/O3_ML_gwtc3/ML_PO_FPPs_data_release.csv)|Cleaned up version of final results|--------|----------|---------||
+
 
 ## Additional: Targeted Sub-threshold Search
 | Script/Notebook | Short description | Status | git hash | Comment | final sign-off |