Update models with latest data; bug fixes and minor feature additions

Former-commit-id: 7900a14
BrandonSmithJ · Apr 7, 2021 · a0897c1 · a0897c1
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diff --git a/...eef624d1767bab1c45235b/Round_0/checkpoint → ...635c042e071c455545fe45/Round_0/checkpoint b/...eef624d1767bab1c45235b/Round_0/checkpoint → ...635c042e071c455545fe45/Round_0/checkpoint
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diff --git a/.../HICO/28b743bfcdcbeb370dcfc2116fe46c44fb76f40090635c042e071c455545fe45/Round_1/scaler.pkl b/.../HICO/28b743bfcdcbeb370dcfc2116fe46c44fb76f40090635c042e071c455545fe45/Round_1/scaler.pkl
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diff --git a/Model/HICO/28b743bfcdcbeb370dcfc2116fe46c44fb76f40090635c042e071c455545fe45/config b/Model/HICO/28b743bfcdcbeb370dcfc2116fe46c44fb76f40090635c042e071c455545fe45/config
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+Created: 2021-04-07 16:46:39.595939
+Version: 1.2.0
+
+Dependencies
+------------
+align             : None
+batch             : 128
+benchmark         : False
+epsilon           : 0.001
+imputations       : 5
+l2                : 0.001
+lr                : 0.001
+model_lbl         : 
+n_hidden          : 100
+n_iter            : 10000
+n_layers          : 5
+n_mix             : 5
+no_bagging        : False
+product           : chl
+sat_bands         : True
+seed              : 42
+sensor            : HICO
+x_scalers         : 
+	('RobustScaler', [], {})
+y_scalers         : 
+	('LogTransformer', [], {})
+	('MinMaxScaler', [(-1, 1)], {})
+
+Configuration
+-------------
+animate           : False
+avg_est           : False
+darktheme         : False
+data_loc          : D:/Data/Insitu
+data_wavelengths  : [501 507 512 518 524 530 535 541 547 553 558 564 570 575 581 587 593 598
+ 604 610 616 621 627 633 638 644 650 656 661 667 673 679 684 690 696 701
+ 707 713]
+data_xtrain_shape : (4594, 38)
+data_ytrain_shape : (4594, 1)
+dataset           : all
+datasets_hash     : e2c867501dd06d88056fc9ab9b44507e7d40c2a9726453080259dc035db3be5c
+filename          : None
+model_loc         : Model
+n_redraws         : 50
+n_rounds          : 10
+no_load           : False
+no_save           : False
+plot_loss         : False
+save_data         : False
+save_stats        : False
+silent            : False
+sim_loc           : D:/Data/Simulated
+threshold         : None
+use_all_ratio     : False
+use_auc           : False
+use_boosting      : False
+use_excl_Rrs      : False
+use_kbest         : 0
+use_noise         : False
+use_ratio         : False
+use_sim           : False
+use_tchlfix       : False
+verbose           : False
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diff --git a/Model/HICO/a9c810416e5f051290bee069f0aa75066950f5df6ceef624d1767bab1c45235b/config b/Model/HICO/a9c810416e5f051290bee069f0aa75066950f5df6ceef624d1767bab1c45235b/config
diff --git a/...8635d6d853d73f729f11d2/Round_0/checkpoint → ...d7b47c1ade2000eee4fc21/Round_0/checkpoint b/...8635d6d853d73f729f11d2/Round_0/checkpoint → ...d7b47c1ade2000eee4fc21/Round_0/checkpoint
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diff --git a/...eef624d1767bab1c45235b/Round_0/scaler.pkl → ...d7b47c1ade2000eee4fc21/Round_0/scaler.pkl b/...eef624d1767bab1c45235b/Round_0/scaler.pkl → ...d7b47c1ade2000eee4fc21/Round_0/scaler.pkl
diff --git a/...8635d6d853d73f729f11d2/Round_1/checkpoint → ...d7b47c1ade2000eee4fc21/Round_1/checkpoint b/...8635d6d853d73f729f11d2/Round_1/checkpoint → ...d7b47c1ade2000eee4fc21/Round_1/checkpoint
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diff --git a/...eef624d1767bab1c45235b/Round_1/scaler.pkl → ...d7b47c1ade2000eee4fc21/Round_1/scaler.pkl b/...eef624d1767bab1c45235b/Round_1/scaler.pkl → ...d7b47c1ade2000eee4fc21/Round_1/scaler.pkl
diff --git a/...8635d6d853d73f729f11d2/Round_2/checkpoint → ...d7b47c1ade2000eee4fc21/Round_2/checkpoint b/...8635d6d853d73f729f11d2/Round_2/checkpoint → ...d7b47c1ade2000eee4fc21/Round_2/checkpoint
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diff --git a/...8635d6d853d73f729f11d2/Round_3/checkpoint → ...d7b47c1ade2000eee4fc21/Round_3/checkpoint b/...8635d6d853d73f729f11d2/Round_3/checkpoint → ...d7b47c1ade2000eee4fc21/Round_3/checkpoint
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diff --git a/...eef624d1767bab1c45235b/Round_3/scaler.pkl → ...d7b47c1ade2000eee4fc21/Round_3/scaler.pkl b/...eef624d1767bab1c45235b/Round_3/scaler.pkl → ...d7b47c1ade2000eee4fc21/Round_3/scaler.pkl
diff --git a/...8635d6d853d73f729f11d2/Round_4/checkpoint → ...d7b47c1ade2000eee4fc21/Round_4/checkpoint b/...8635d6d853d73f729f11d2/Round_4/checkpoint → ...d7b47c1ade2000eee4fc21/Round_4/checkpoint
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diff --git a/...eef624d1767bab1c45235b/Round_4/scaler.pkl → ...d7b47c1ade2000eee4fc21/Round_4/scaler.pkl b/...eef624d1767bab1c45235b/Round_4/scaler.pkl → ...d7b47c1ade2000eee4fc21/Round_4/scaler.pkl
diff --git a/...8635d6d853d73f729f11d2/Round_5/checkpoint → ...d7b47c1ade2000eee4fc21/Round_5/checkpoint b/...8635d6d853d73f729f11d2/Round_5/checkpoint → ...d7b47c1ade2000eee4fc21/Round_5/checkpoint
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diff --git a/...eef624d1767bab1c45235b/Round_5/scaler.pkl → ...d7b47c1ade2000eee4fc21/Round_5/scaler.pkl b/...eef624d1767bab1c45235b/Round_5/scaler.pkl → ...d7b47c1ade2000eee4fc21/Round_5/scaler.pkl
diff --git a/...8635d6d853d73f729f11d2/Round_6/checkpoint → ...d7b47c1ade2000eee4fc21/Round_6/checkpoint b/...8635d6d853d73f729f11d2/Round_6/checkpoint → ...d7b47c1ade2000eee4fc21/Round_6/checkpoint
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diff --git a/...eef624d1767bab1c45235b/Round_6/scaler.pkl → ...d7b47c1ade2000eee4fc21/Round_6/scaler.pkl b/...eef624d1767bab1c45235b/Round_6/scaler.pkl → ...d7b47c1ade2000eee4fc21/Round_6/scaler.pkl
diff --git a/...8635d6d853d73f729f11d2/Round_7/checkpoint → ...d7b47c1ade2000eee4fc21/Round_7/checkpoint b/...8635d6d853d73f729f11d2/Round_7/checkpoint → ...d7b47c1ade2000eee4fc21/Round_7/checkpoint
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diff --git a/...eef624d1767bab1c45235b/Round_8/scaler.pkl → ...d7b47c1ade2000eee4fc21/Round_8/scaler.pkl b/...eef624d1767bab1c45235b/Round_8/scaler.pkl → ...d7b47c1ade2000eee4fc21/Round_8/scaler.pkl
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diff --git a/...eef624d1767bab1c45235b/Round_9/scaler.pkl → ...d7b47c1ade2000eee4fc21/Round_9/scaler.pkl b/...eef624d1767bab1c45235b/Round_9/scaler.pkl → ...d7b47c1ade2000eee4fc21/Round_9/scaler.pkl
diff --git a/Model/HICO/d48eba5535279d26c0cf14b25644ac61e30c19b3a4d7b47c1ade2000eee4fc21/config b/Model/HICO/d48eba5535279d26c0cf14b25644ac61e30c19b3a4d7b47c1ade2000eee4fc21/config
@@ -0,0 +1,64 @@
+Created: 2021-04-07 16:31:19.032602
+Version: 1.2.0
+
+Dependencies
+------------
+align             : None
+batch             : 128
+benchmark         : False
+epsilon           : 0.001
+imputations       : 5
+l2                : 0.001
+lr                : 0.001
+model_lbl         : 
+n_hidden          : 100
+n_iter            : 10000
+n_layers          : 5
+n_mix             : 5
+no_bagging        : False
+product           : chl
+sat_bands         : False
+seed              : 42
+sensor            : HICO
+x_scalers         : 
+	('RobustScaler', [], {})
+y_scalers         : 
+	('LogTransformer', [], {})
+	('MinMaxScaler', [(-1, 1)], {})
+
+Configuration
+-------------
+animate           : False
+avg_est           : False
+darktheme         : False
+data_loc          : D:/Data/Insitu
+data_wavelengths  : [409 415 421 426 432 438 444 449 455 461 467 472 478 484 490 495 501 507
+ 512 518 524 530 535 541 547 553 558 564 570 575 581 587 593 598 604 610
+ 616 621 627 633 638 644 650 656 661 667 673 679 684 690 696 701 707 713
+ 719 724 730 736 742 747 753 759 764 770 776 782 787]
+data_xtrain_shape : (3626, 67)
+data_ytrain_shape : (3626, 1)
+dataset           : all
+datasets_hash     : 0007a1169ff599afcb745dc48535bd3ab2435359884068ffac47ee112a9789db
+filename          : None
+model_loc         : Model
+n_redraws         : 50
+n_rounds          : 10
+no_load           : False
+no_save           : False
+plot_loss         : False
+save_data         : False
+save_stats        : False
+silent            : False
+sim_loc           : D:/Data/Simulated
+threshold         : None
+use_all_ratio     : False
+use_auc           : False
+use_boosting      : False
+use_excl_Rrs      : False
+use_kbest         : 0
+use_noise         : False
+use_ratio         : False
+use_sim           : False
+use_tchlfix       : False
+verbose           : False
diff --git a/...126e539034d2945d18fc6e/Round_0/checkpoint → ...41008136c388bcf732fc6a/Round_0/checkpoint b/...126e539034d2945d18fc6e/Round_0/checkpoint → ...41008136c388bcf732fc6a/Round_0/checkpoint
diff --git a/...681aa4b1fca841008136c388bcf732fc6a/Round_0/model-10000.data-00000-of-00001.REMOVED.git-id b/...681aa4b1fca841008136c388bcf732fc6a/Round_0/model-10000.data-00000-of-00001.REMOVED.git-id
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diff --git a/...792d5a90880a2aa26618d88e45db7681aa4b1fca841008136c388bcf732fc6a/Round_0/model-10000.index b/...792d5a90880a2aa26618d88e45db7681aa4b1fca841008136c388bcf732fc6a/Round_0/model-10000.index
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diff --git a/...7a8783bd3d87f3fe6c0b27/Round_0/scaler.pkl → ...41008136c388bcf732fc6a/Round_0/scaler.pkl b/...7a8783bd3d87f3fe6c0b27/Round_0/scaler.pkl → ...41008136c388bcf732fc6a/Round_0/scaler.pkl
diff --git a/...126e539034d2945d18fc6e/Round_1/checkpoint → ...41008136c388bcf732fc6a/Round_1/checkpoint b/...126e539034d2945d18fc6e/Round_1/checkpoint → ...41008136c388bcf732fc6a/Round_1/checkpoint
diff --git a/...681aa4b1fca841008136c388bcf732fc6a/Round_1/model-10000.data-00000-of-00001.REMOVED.git-id b/...681aa4b1fca841008136c388bcf732fc6a/Round_1/model-10000.data-00000-of-00001.REMOVED.git-id
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diff --git a/...792d5a90880a2aa26618d88e45db7681aa4b1fca841008136c388bcf732fc6a/Round_1/model-10000.index b/...792d5a90880a2aa26618d88e45db7681aa4b1fca841008136c388bcf732fc6a/Round_1/model-10000.index
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diff --git a/...65f3c0423225aa0b44b1ea/Round_1/scaler.pkl → ...41008136c388bcf732fc6a/Round_1/scaler.pkl b/...65f3c0423225aa0b44b1ea/Round_1/scaler.pkl → ...41008136c388bcf732fc6a/Round_1/scaler.pkl
diff --git a/...126e539034d2945d18fc6e/Round_2/checkpoint → ...41008136c388bcf732fc6a/Round_2/checkpoint b/...126e539034d2945d18fc6e/Round_2/checkpoint → ...41008136c388bcf732fc6a/Round_2/checkpoint
diff --git a/...681aa4b1fca841008136c388bcf732fc6a/Round_2/model-10000.data-00000-of-00001.REMOVED.git-id b/...681aa4b1fca841008136c388bcf732fc6a/Round_2/model-10000.data-00000-of-00001.REMOVED.git-id
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diff --git a/...792d5a90880a2aa26618d88e45db7681aa4b1fca841008136c388bcf732fc6a/Round_2/model-10000.index b/...792d5a90880a2aa26618d88e45db7681aa4b1fca841008136c388bcf732fc6a/Round_2/model-10000.index
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diff --git a/...7a8783bd3d87f3fe6c0b27/Round_2/scaler.pkl → ...41008136c388bcf732fc6a/Round_2/scaler.pkl b/...7a8783bd3d87f3fe6c0b27/Round_2/scaler.pkl → ...41008136c388bcf732fc6a/Round_2/scaler.pkl
diff --git a/...126e539034d2945d18fc6e/Round_3/checkpoint → ...41008136c388bcf732fc6a/Round_3/checkpoint b/...126e539034d2945d18fc6e/Round_3/checkpoint → ...41008136c388bcf732fc6a/Round_3/checkpoint
diff --git a/...681aa4b1fca841008136c388bcf732fc6a/Round_3/model-10000.data-00000-of-00001.REMOVED.git-id b/...681aa4b1fca841008136c388bcf732fc6a/Round_3/model-10000.data-00000-of-00001.REMOVED.git-id
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diff --git a/...65f3c0423225aa0b44b1ea/Round_3/scaler.pkl → ...41008136c388bcf732fc6a/Round_3/scaler.pkl b/...65f3c0423225aa0b44b1ea/Round_3/scaler.pkl → ...41008136c388bcf732fc6a/Round_3/scaler.pkl
diff --git a/...126e539034d2945d18fc6e/Round_4/checkpoint → ...41008136c388bcf732fc6a/Round_4/checkpoint b/...126e539034d2945d18fc6e/Round_4/checkpoint → ...41008136c388bcf732fc6a/Round_4/checkpoint
diff --git a/...681aa4b1fca841008136c388bcf732fc6a/Round_4/model-10000.data-00000-of-00001.REMOVED.git-id b/...681aa4b1fca841008136c388bcf732fc6a/Round_4/model-10000.data-00000-of-00001.REMOVED.git-id
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diff --git a/...65f3c0423225aa0b44b1ea/Round_4/scaler.pkl → ...41008136c388bcf732fc6a/Round_4/scaler.pkl b/...65f3c0423225aa0b44b1ea/Round_4/scaler.pkl → ...41008136c388bcf732fc6a/Round_4/scaler.pkl
diff --git a/...126e539034d2945d18fc6e/Round_5/checkpoint → ...41008136c388bcf732fc6a/Round_5/checkpoint b/...126e539034d2945d18fc6e/Round_5/checkpoint → ...41008136c388bcf732fc6a/Round_5/checkpoint
diff --git a/...681aa4b1fca841008136c388bcf732fc6a/Round_5/model-10000.data-00000-of-00001.REMOVED.git-id b/...681aa4b1fca841008136c388bcf732fc6a/Round_5/model-10000.data-00000-of-00001.REMOVED.git-id
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diff --git a/...7a8783bd3d87f3fe6c0b27/Round_5/scaler.pkl → ...41008136c388bcf732fc6a/Round_5/scaler.pkl b/...7a8783bd3d87f3fe6c0b27/Round_5/scaler.pkl → ...41008136c388bcf732fc6a/Round_5/scaler.pkl
diff --git a/...126e539034d2945d18fc6e/Round_6/checkpoint → ...41008136c388bcf732fc6a/Round_6/checkpoint b/...126e539034d2945d18fc6e/Round_6/checkpoint → ...41008136c388bcf732fc6a/Round_6/checkpoint