| [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. | | ---------- | --------- | ---------------- |
| [sub_data_download_prep.py](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/master/subthreshold/sub_data_download_prep.py) | Subthreshold candidates data downloading and preparing Qtransforms and input sky features for ML analysis | JRC: OK | ---------- | --------- | ---------------- |
| [sub_data_download_prep.py](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/master/subthreshold/sub_data_download_prep.py) | Subthreshold candidates data downloading and preparing Qtransforms and input sky features for ML analysis | JRC: OK | ---------- | --------- | ---------------- |
| [config_O3_super_sub_events_24022022.yaml](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/master/subthreshold/configs/config_O3_super_sub_events_24022022.yaml) | Config used for producing the preliminary results with the `lensid_make_predictions` command line. | JRC: OK | ---------- | --------- | ---------------- |
| [config_O3_super_sub_events_24022022.yaml](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/master/subthreshold/configs/config_O3_super_sub_events_24022022.yaml) | Config used for producing the preliminary results with the `lensid_make_predictions` command line. | JRC: OK | ---------- | --------- | ---------------- |
| [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 | ---------- | --------- | ---------------- |
| [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 | ---------- | --------- | ---------------- |
| [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). | | ---------- | --------- | ---------------- |