Result-Review-O4a.md

@@ -8,10 +8,6 @@ LensID O4 MDC : [lensing_mdc_o4](https://git.ligo.org/srashti.goyal/lensing_mdc_
 
 O4a repo: [lensid-ml-o4](https://git.ligo.org/srashti.goyal/lensid-ml-o4)
 
-**The input data for O4a and MDC is saved on CIT:**
-
-`/home/srashti.goyal/lensid_O4/data_download_preparation` and `/home/srashti.goyal/lensing_MDC_O4/data_prep/data`
-
 ## Useful links
 
 - slides [Till O3 method, review, results](https://docs.google.com/presentation/d/10bIhtFae5RIJ3WBJg1Lcy7PueSKwxh1m2APRDN0w0PA/edit?usp=sharing)
@@ -106,11 +102,21 @@ ML Models:
 
 O4a Predictions:
 
+**The input data for O4a and MDC is saved on CIT:**
+
+`/home/srashti.goyal/lensid_O4/data_download_preparation` and `/home/srashti.goyal/lensing_MDC_O4/data_prep/data`
+
+**To reproduce results on CIT:**
+
+`conda activate /home/srashti.goyal/.conda/envs/tensorflowenvpy39`
+
+`alensid_compute_compatibility --outdir /home/srashti.goyal/public_html/lensid_runs/O4a_alensid --label May25 --config /home/srashti.goyal/alensidforlensingflow/Examples/SimpleExample/config_o4a.yaml --event1 S230606d --event2 S231226av --singlepair 0`
+
 | File(s) | Short description | Status | Comment | Git hash | Sign-off |
 |---------|-------------------|--------|---------|----------|----------|
-| [Config](https://git.ligo.org/srashti.goyal/alensidforlensingflow/-/blob/main/Examples/SimpleExample/config_o4a.yaml) | ML models and config for production runs | Done |  | \-------------- |  |
+| [Config](https://git.ligo.org/srashti.goyal/alensidforlensingflow/-/blob/main/Examples/SimpleExample/config_o4a.yaml) | ML models and config for production runs,  | Done |  | \-------------- |  |
 | [O4a Production Run](https://ldas-jobs.ligo.caltech.edu/~srashti.goyal/lensid_runs/O4a_alensid/result/) | ML Production run on CIT | Done |  | \-------------- |  |
-| [investigations_visualisations.ipynb](https://git.ligo.org/srashti.goyal/lensid-ml-o4/-/blob/master/investigations_visualisations.ipynb?ref_type=heads) | ML pipeline run through a notebook with Investigations/Eyeballing pairs and comparing the performances with the other pipelines | Done |  | \-------------- |  |
+| [investigations_visualisations.ipynb](https://git.ligo.org/srashti.goyal/lensid-ml-o4/-/blob/master/investigations_visualisations.ipynb?ref_type=heads) | Investigations with BD cuts, Eyeballing pairs, and comparing the performances with the other pipelines | Done |  | \-------------- |  |
 
 Publication results:
 
@@ -195,7 +201,7 @@ The review call happen on Wednesdays 1 PM CEST/ 4:30 PM IST virtual IFPA room: h
 ## 8 November 2023
 
 * We discussed the integration of lensid with the lensing flow and visited the new package : https://git.ligo.org/srashti.goyal/alensidforlensingflow
-* JR suggested to use O4a real noise PSDs for the training and testing of the final ML model for the production runs. (detchar)\[https://ldas-jobs.ligo-wa.caltech.edu/~detchar/summary\\\\\]
+* JR suggested to use O4a real noise PSDs for the training and testing of the final ML model for the production runs. (detchar)\[https://ldas-jobs.ligo-wa.caltech.edu/~detchar/summary\\\\\\]
 * We are still unsure about the inclusion of the population and the time delay lensing priors for the follow-up strategy.
 
 ## Action items