... | ... | @@ -16,9 +16,10 @@ This repository deals with the result review of the machine learning based pipel |
|
|
# Final statement
|
|
|
|
|
|
### Can be found [here](https://git.ligo.org/srashti.goyal/lensid/-/wikis/Result-Review-Final-Statement)
|
|
|
|
|
|
### Reviewer: Jean-Rene Cudell
|
|
|
|
|
|
Final Sign-off: :heavy_check_mark:
|
|
|
Final Sign-off:
|
|
|
|
|
|
Date: 14th April 2022
|
|
|
|
... | ... | @@ -30,14 +31,11 @@ Git hash: 09e01c8972074ee4f44120afb9095ea76c458c9f |
|
|
|
|
|
### Reviewer: Jean-Rene Cudell
|
|
|
|
|
|
Final Sign-off:
|
|
|
|
|
|
Date:
|
|
|
|
|
|
Git hash:
|
|
|
|
|
|
Final Sign-off: :heavy_check_mark:
|
|
|
|
|
|
Date: May 11, 2022
|
|
|
|
|
|
Git hash: 09e01c8972074ee4f44120afb9095ea76c458c9f
|
|
|
|
|
|
# Result review
|
|
|
|
... | ... | @@ -75,7 +73,6 @@ In progress: [page](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/wikis/O3-r |
|
|
| [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: |
|
|
|
|
|
|
## Additional: Targeted Sub-threshold Search
|
|
|
|
|
|
| Script/Notebook | Short description | Status | git hash | Comment | final sign-off |
|
|
|
|-----------------|-------------------|--------|----------|---------|----------------|
|
|
|
| [search_24mar.dat](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/master/subthreshold/search_24mar.dat) | Subthreshold triggers found by GSTLAL targeted subthreshold search pipeline. These are analysed by ML for finding out the most interesting pairs. | JRC:OK | 09e01c8972074ee4f44120afb9095ea76c458c9f | | :heavy_check_mark: |
|
... | ... | @@ -84,6 +81,7 @@ In progress: [page](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/wikis/O3-r |
|
|
| [get_candidates_super_sub.ipynb](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/master/subthreshold/get_candidates_super_sub.ipynb) | Notebook for loading the results and sorting candidates | JRC: OK | 09e01c8972074ee4f44120afb9095ea76c458c9f | --------- | :heavy_check_mark: |
|
|
|
| [test_super_sub_pairs.ipynb](https://git.ligo.org/srashti.goyal/lensid/-/blob/master/subthreshold/test_super_sub_pairs.ipynb) | Notebook for testing the machines that are trained on super-super pairs on the super-sub pairs. The performance is okay, can be improved by retraining on super-sub dataset(after generating). | JRC: OK- | 09e01c8972074ee4f44120afb9095ea76c458c9f | -- | :heavy_check_mark: |
|
|
|
| [real_events_bhattu_comp.ipynb](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/master/subthreshold/pe_match_mchirp/real_events_bhattu_comp.ipynb) | Notebook for checking the chirp mass mean and variance in PE v/s match filter using the Caliskan et.al formula for the superthreshold O3 events. | JRC: OK- | 09e01c8972074ee4f44120afb9095ea76c458c9f | -- | :heavy_check_mark: |
|
|
|
|
|
|
# Meetings
|
|
|
|
|
|
## 3 December 2021
|
... | ... | |