Added logging MAE for the best runs, option to run a pipeline on a specific dataset, template bash scripts, GPLv3 license. Modified behavior of generating eval targets, it is skipped if targets already exist.

experiments/sweep_basicphase_ae.yaml

@@ -0,0 +1,19 @@
+method: bayes
+metric:
+  goal: minimize
+  name: val_loss
+parameters:
+  model_name:
+    value:
+      - BasicPhaseAE
+  batch_size:
+    distribution: int_uniform
+    max: 1024
+    min: 256
+  max_epochs:
+    value:
+      - 20
+  learning_rate:
+    distribution: uniform
+    max: 0.02
+    min: 0.001

experiments/sweep_eqtransformer.yaml

@@ -0,0 +1,20 @@
+name: EQTransformer
+method: bayes
+metric:
+  goal: minimize
+  name: val_loss
+parameters:
+  model_name:
+    value:
+      - EQTransformer
+  batch_size:
+    distribution: int_uniform
+    max: 1024
+    min: 256
+  max_epochs:
+    value:
+      - 30
+  learning_rate:
+    distribution: uniform
+    max: 0.02
+    min: 0.005

experiments/sweep_gpd.yaml

@@ -13,14 +13,14 @@ parameters:
     min: 256
   max_epochs:
     value:
-      - 3
+      - 30
   learning_rate:
     distribution: uniform
     max: 0.02
     min: 0.005
   highpass:
     value:
-      - 2
+      - 1
   lowpass:
     value:
-      - 10
+      - 10

experiments/sweep_phasenet.yaml

@@ -13,7 +13,7 @@ parameters:
     min: 256
   max_epochs:
     value:
-      - 15
+      - 30
   learning_rate:
     distribution: uniform
     max: 0.02