From 5aae9989b20ad9b5d8410b5fb53d12664e171d97 Mon Sep 17 00:00:00 2001 From: YileAllenChen1 Date: Mon, 14 Sep 2020 22:49:58 -0500 Subject: [PATCH] fixed DeepLog Former-commit-id: 10f175e0df2a1c6f6f8ec611499c71b7db1383b7 [formerly d72de9579a14cab4ae0ebfb63dae1f06d2ec3238] [formerly 0b9b303ee833b3d678dc426281d0f039323f483f [formerly e20ca20bbf995764ed9f67b253e4879e5ac36f09]] [formerly cf74f872fd1fa810a38b78a980acd9fc1774fdff [formerly 33da37f7276364e00e168a6dda7ebf5de911b11e] [formerly 091ad459c6d72042a9dc8cb120b15330d44ac585 [formerly 62790f8dd6d55bf3522c9a933c2e9cd32891cce4]]] [formerly 2e59d0b1d79234a94e801c8d4ff9918220b9ecfe [formerly 545e6512ca0248de9d8f9b8e53bafa2724f41c04] [formerly 09cbfb99a1d7fbef41af7d5ca6b2e15fbb9821e8 [formerly d4e1f6de2d5f51b43f439a2174def59011bf586f]] [formerly ca27227614c746b7ec4404157d04fe2bee7287a5 [formerly ca74a0fb79180f0975606a28217e8ab8c1244ad8] [formerly 36306f11260cdeebdd6190f8d83b1fadec6f1b47 [formerly e8420ff4f374f53a44a4f3a608414e5dbc8dc459]]]] 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Former-commit-id: 62f03e65b732a7b9cf49ce9a065f93b1b26d7ceb [formerly 618fcf1faf6a7ad4f06edb50e55620758bbe380d] [formerly be2058fa35a35ce56f6b0b5c472d12a782da7703 [formerly fe61c60bf78c7a2d2d8d89ff743f9f10a81511b1]] [formerly 46030f58db5c1c3b968c81f6fe7fbba3cedcc832 [formerly 7e89c96f7b8ba126f7c6652f6dc6f908897da1e7] [formerly 0e5dc4c70d8b370575321ece83f4b065c5a2b3bc [formerly 5c7a9b5b254516aaf267ae5cf0fdf2571718fc33]]] Former-commit-id: 10d972c1dc035b082629fdda3e07c9cef935ffde [formerly 5817bf295aa9044b5eeb34e5cdb2ecc0c5af7cec] [formerly e5cc4980fad93ea57f0b3d8d7279517ac6fa74f4 [formerly f808dabb9c72b898b415cebea3beb7a2a98536c6]] Former-commit-id: 049d92dc1fe6e5d107781aef8cbb804aa273743f [formerly c1c819ce082b0a7682d9ace94842a1aa1f505409] Former-commit-id: a62d42818a95d6fc0774cef5bf17da935e157b39 --- tods/detection_algorithm/DeepLog.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/tods/detection_algorithm/DeepLog.py b/tods/detection_algorithm/DeepLog.py index 1d72e56..e8bacfd 100644 --- a/tods/detection_algorithm/DeepLog.py +++ b/tods/detection_algorithm/DeepLog.py @@ -110,7 +110,7 @@ class Hyperparams(Hyperparams_ODBase): ) window_size = hyperparams.Hyperparameter[int]( - default=10, + default=1, semantic_types=['https://metadata.datadrivendiscovery.org/types/ControlParameter'], description="window size" ) @@ -263,7 +263,7 @@ class DeeplogLstm(BaseDetector): optimizer : str ='adam',loss=mean_squared_error,preprocessing=True, epochs : int =100, batch_size : int =32, dropout_rate : float =0.0, l2_regularizer : float =0.1, validation_size : float =0.1, - window_size: int = 10 ,stacked_layers: int = 1,verbose : int = 1,contamination:int = 0.001): + window_size: int = 1, stacked_layers: int = 1, verbose : int = 1, contamination:int = 0.001): super(DeeplogLstm, self).__init__(contamination=contamination) self.hidden_size = hidden_size