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Update Result Review O3b lensing authored by Srashti Goyal's avatar Srashti Goyal
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Result-Review-O3b-lensing.md
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...@@ -21,7 +21,6 @@ This repository deals with the result review of the machine learning based pipel ...@@ -21,7 +21,6 @@ This repository deals with the result review of the machine learning based pipel
| [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 | --- | -------------- | | [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 | --- | -------------- |
| [ml_predict_workflow.py](https://git.ligo.org/srashti.goyal/lensid/-/blob/master/package/lensid/ml_predict_workflow.py) | Script for computing ML predictions for a given event pairs in dataframe, their skymaps, Qtransforms and the trained ML models. Optionally computes the False Positive Probabilities given the background. It requires config file as input. Eg: `lensid_make_predictions -config /home/srashti.goyal/lensid-ml-O3/config_O3_events.yaml` Note: change `odir` in **config** file. | -------- | ---------- | DC: Should be considered in the results review | ---------------- | | [ml_predict_workflow.py](https://git.ligo.org/srashti.goyal/lensid/-/blob/master/package/lensid/ml_predict_workflow.py) | Script for computing ML predictions for a given event pairs in dataframe, their skymaps, Qtransforms and the trained ML models. Optionally computes the False Positive Probabilities given the background. It requires config file as input. Eg: `lensid_make_predictions -config /home/srashti.goyal/lensid-ml-O3/config_O3_events.yaml` Note: change `odir` in **config** file. | -------- | ---------- | DC: Should be considered in the results review | ---------------- |
|[config_O3_events.yaml](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/master/config_O3_events.yaml)|The final config file used for the O3 lensing analysis with ML|--------|----------|---------|----------------| |[config_O3_events.yaml](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/master/config_O3_events.yaml)|The final config file used for the O3 lensing analysis with ML|--------|----------|---------|----------------|
| [get_candidates_compare_to_blu_tagged.ipynb](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/master/O3_ML_gwtc3/get_candidates_compare_to_blu_tagged.ipynb) | Notebook for comparing ML and BLU results for the full O3 catalogue of BBHs. | -------- | ---------- | --------- | ---------------- | | [get_candidates_compare_to_blu_tagged.ipynb](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/master/O3_ML_gwtc3/get_candidates_compare_to_blu_tagged.ipynb) | Notebook for comparing ML and BLU results for the full O3 catalogue of BBHs. | -------- | ---------- | --------- | ---------------- |
| [condor_lensid_make_predictions.py](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/master/condor_lensid_make_predictions.py) | 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 | --------- | ---------------- | | [condor_lensid_make_predictions.py](https://git.ligo.org/srashti.goyal/lensid-ml-o3/-/blob/master/condor_lensid_make_predictions.py) | 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 | --------- | ---------------- |
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