home/scattered_light_subtraction/other_possible_approaches.md

@@ -39,35 +39,7 @@ It failed as seen in the output of the training
 4 8.992348739411682e-06 -0.01821168325841427 nan
 5 8.992348739411682e-06 -0.01821168325841427 nan
 6 8.992348739411682e-06 -0.01821168325841427 nan
-7 8.992348739411682e-06 -0.01821168325841427 nan
-8 8.992348739411682e-06 -0.01821168325841427 nan
-9 8.992348739411682e-06 -0.01821168325841427 nan
-10 8.992348739411682e-06 -0.01821168325841427 nan
-11 8.992348739411682e-06 -0.01821168325841427 nan
-12 8.992348739411682e-06 -0.01821168325841427 nan
-13 8.992348739411682e-06 -0.01821168325841427 nan
-14 8.992348739411682e-06 -0.01821168325841427 nan
-15 8.992348739411682e-06 -0.01821168325841427 nan
-16 8.992348739411682e-06 -0.01821168325841427 nan
-17 8.992348739411682e-06 -0.01821168325841427 nan
-18 8.992348739411682e-06 -0.01821168325841427 nan
-19 8.992348739411682e-06 -0.01821168325841427 nan
-20 8.992348739411682e-06 -0.01821168325841427 nan
-21 8.992348739411682e-06 -0.01821168325841427 nan
-22 8.992348739411682e-06 -0.01821168325841427 nan
-23 8.992348739411682e-06 -0.01821168325841427 nan
-24 8.992348739411682e-06 -0.01821168325841427 nan
-25 8.992348739411682e-06 -0.01821168325841427 nan
-26 8.992348739411682e-06 -0.01821168325841427 nan
-27 8.992348739411682e-06 -0.01821168325841427 nan
-28 8.992348739411682e-06 -0.01821168325841427 nan
-29 8.992348739411682e-06 -0.01821168325841427 nan
-30 8.992348739411682e-06 -0.01821168325841427 nan
-31 8.992348739411682e-06 -0.01821168325841427 nan
-32 8.992348739411682e-06 -0.01821168325841427 nan
-33 8.992348739411682e-06 -0.01821168325841427 nan
-34 8.992348739411682e-06 -0.01821168325841427 nan
-35 8.992348739411682e-06 -0.01821168325841427 nan
+....
 ```
 
 
@@ -83,11 +55,18 @@ y_input = y_input - y_mean
 y_input = y_input / y_std
 
 ```
+and comment out the line in the model 
+```
+# x = self.positive(x)
+```
+
 
 ![Screen_Shot_2021-01-31_at_4.50.21_PM](uploads/752b4fd247e57a99eb207efc70098342/Screen_Shot_2021-01-31_at_4.50.21_PM.png)
 
 ![Screen_Shot_2021-01-31_at_4.50.15_PM](uploads/291720c48c718c17e75de58d0c5ff267/Screen_Shot_2021-01-31_at_4.50.15_PM.png)
 
+Overlap = 0.81 +/- 0.11
+
 ![Screen_Shot_2021-01-31_at_4.51.32_PM](uploads/9660e8a4c2773b2cf2c3baed00caf4fa/Screen_Shot_2021-01-31_at_4.51.32_PM.png)
 
 ![Screen_Shot_2021-01-31_at_4.50.07_PM](uploads/7e9d3770b485257f5273766dbf7aa1d1/Screen_Shot_2021-01-31_at_4.50.07_PM.png)