| ... | ... | @@ -64,7 +64,7 @@ The ML model predictions are compared to posterior overlap statistic results als |
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| [train_test_pars.ipynb](https://git.ligo.org/srashti.goyal/lensid/-/blob/master/review/train_test_pars.ipynb) | Notebook having plots of injection parameters for training, testing and O3a sets that are used. | ------ | -------- | ------- | -------------- |
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| [ML_blu_FPPs_inj_pars_investigate.ipynb](https://git.ligo.org/srashti.goyal/lensid/-/blob/master/review/ML_blu_FPPs_inj_pars_investigate.ipynb) | Notebook comparing the ML and BLU FPPs for each pair in test set, and also investigationg correlations with the injection parameters. Also contain statistics of input sky features for lensed and unlensed test pairs. | ------ | -------- | ------- | -------------- |
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| [PSD_plots.ipynb](https://git.ligo.org/srashti.goyal/lensid/-/blob/master/review/PSD_plots.ipynb) | Notebook having plots of PSDs that are used. | ------ | -------- | ------- | -------------- |
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| [background_injections_ML_blu.ipynb](https://git.ligo.org/srashti.goyal/lensid/-/blob/master/scripts/O3a_events/background_injections_ML_blu.ipynb) | Notebook showing ML and BLU outputs for the background unlensed injections as simulated by Haris during O3a analysis. | ------ | -------- | ------- | -------------- |
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| [background_injections_ML_blu.ipynb](https://git.ligo.org/srashti.goyal/lensid/-/blob/master/notebooks/O3a_events/background_injections_ML_blu.ipynb) | Notebook showing ML and BLU outputs for the background unlensed injections as simulated by Haris during O3a analysis. | ------ | -------- | ------- | -------------- |
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## ML Predictions: O3 Real events, Data preparation, FAP computation, Comparison with BLU
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### O3 analysis in git repo: [lensid-ml-o3](https://git.ligo.org/srashti.goyal/lensid-ml-o3)
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