loop ensembles

zmlabe · Jan 11, 2022 · eb21e90 · eb21e90
1 parent e5cce73
commit eb21e90
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Showing 2 changed files with 1 addition and 32 deletions.
diff --git a/Scripts/ANN_v2-LoopWeights.py b/Scripts/ANN_v2-LoopWeights.py
@@ -256,38 +256,6 @@ def read_obs_dataset(variq,dataset_obs,numOfEns,lensalso,randomalso,ravelyearsbi
     fractWeight = np.arange(0.1,1.2,0.1)
     input_shape=np.shape(Xtrain)[1]
     output_shape=np.shape(Ytrain)[1]
-
-    # OHC700
-    # hidden = [20,20]
-    # n_epochs = 500
-    # batch_size = 128
-    # lr_here = 0.001
-    # ridgePenalty = 0.3
-    # actFun = 'relu'
-    # fractWeight = 0.5
-    # input_shape=np.shape(Xtrain)[1]
-    # output_shape=np.shape(Ytrain)[1]
-
-    # OHC300
-    # hidden = [10,10]
-    # n_epochs = 500
-    # batch_size = 128
-    # lr_here = 0.001
-    # ridgePenalty = 0.15
-    # actFun = 'relu'
-    # fractWeight = 0.5
-    # input_shape=np.shape(Xtrain)[1]
-    # output_shape=np.shape(Ytrain)[1]
-elif rm_ensemble_mean == False:
-    hidden = [20,20]
-    n_epochs = 500
-    batch_size = 128
-    lr_here = 0.001
-    ridgePenalty = 0.05
-    actFun = 'relu'
-    fractWeight = 0.5
-    input_shape=np.shape(Xtrain)[1]
-    output_shape=np.shape(Ytrain)[1]
 else:
     print(ValueError('SOMETHING IS WRONG WITH DATA PROCESSING!'))
     sys.exit()

diff --git a/Scripts/plot_GMSTdatasets_comparison.py b/Scripts/plot_GMSTdatasets_comparison.py
@@ -4,6 +4,7 @@
 Author     : Zachary M. Labe
 Date       : 10 January 2022
 Version    : 2
+Revision   : 1
 """
 
 ### Import packages