Code-Review.md

@@ -134,6 +134,11 @@ The ML model predictions are compared to posterior overlap statistic results als
 ## Top-level scripts: Training, Cross-validation, Optimisation, Testing, Comparison with BLU.
 | Scripts | Short description | Status | git hash | Comment | final sign-off |
 |---------|-------------------|--------|----------|---------|----------------|
+|[data_gen_train_test.py](https://git.ligo.org/srashti.goyal/lensid/-/blob/master/scripts/data_gen_train_test.py)|Generate Qtransforms, Dataframes, Bayestar skymaps for training and testing given the injection parameters|--------|----------|---------|----------------|
+|[config_train_test_workflow.yaml](https://git.ligo.org/srashti.goyal/lensid/-/blob/master/scripts/config_train_test_workflow.yaml)|config file for training and testing ML models|--------|----------|---------|----------------|
+|[train_three_densenets.py](https://git.ligo.org/srashti.goyal/lensid/-/blob/master/scripts/train_three_densenets.py)|Trains the three densenets, needs config file as input. Runs very fast on GPU systems.|--------|----------|---------|----------------|
+|[train_test_features_extraction.py](https://git.ligo.org/srashti.goyal/lensid/-/blob/master/scripts/train_test_features_extraction.py)|Extract sky and qts features of the training and testing dataset, needs config file as input.|--------|----------|---------|----------------|
+|[train_test_XGBs.py](https://git.ligo.org/srashti.goyal/lensid/-/blob/master/scripts/train_test_XGBs.py)|train and test the QTs and Skymaps machine learning models, optionally compare to BLU. Needs config as input. |--------|----------|---------|----------------|
 
 # Meetings