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lstm_dynamic_threshold.json
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lstm_dynamic_threshold.json
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{
"primitives": [
"mlprimitives.custom.timeseries_preprocessing.time_segments_average",
"sklearn.impute.SimpleImputer",
"sklearn.preprocessing.MinMaxScaler",
"mlprimitives.custom.timeseries_preprocessing.rolling_window_sequences",
"keras.Sequential.LSTMTimeSeriesRegressor",
"mlprimitives.custom.timeseries_anomalies.regression_errors",
"mlprimitives.custom.timeseries_anomalies.find_anomalies"
],
"init_params": {
"mlprimitives.custom.timeseries_preprocessing.time_segments_average#1": {
"time_column": "timestamp",
"interval": 21600
},
"sklear.preprocessing.MinMaxScaler#1": {
"feature_range": [
-1,
1
]
},
"mlprimitives.custom.timeseries_preprocessing.rolling_window_sequences#1": {
"target_column": 0,
"window_size": 250
},
"keras.Sequential.LSTMTimeSeriesRegressor": {
"epochs": 1
}
},
"output_names": {
"keras.Sequential.LSTMTimeSeriesRegressor#1": {
"y": "y_hat"
}
}
}