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10_Deep_IForest_sliding_windows.ipynb
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11_Deep_IForest_sliding_windows_hyperparams.ipynb
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12_Deep_IForest_sliding_windows_hyperparams_SQUARED.ipynb
12_Deep_IForest_sliding_windows_hyperparams_SQUARED.ipynb
 
 
13_LSTM_Autoencoders_PoC_MSE.ipynb
13_LSTM_Autoencoders_PoC_MSE.ipynb
 
 
14_LSTM_Autoencoders_MAPE_0s_handling.ipynb
14_LSTM_Autoencoders_MAPE_0s_handling.ipynb
 
 
15_LSTM_Autoencoders_2_features_AI_generated_code.ipynb
15_LSTM_Autoencoders_2_features_AI_generated_code.ipynb
 
 
16_LSTM_Autoencoders_2_features_2nd_attempt.ipynb
16_LSTM_Autoencoders_2_features_2nd_attempt.ipynb
 
 
17_LSTM_Autoencoders_2_features_hyperparams.ipynb
17_LSTM_Autoencoders_2_features_hyperparams.ipynb
 
 
1_EDA_And_PoC_IsoForest.ipynb
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2_More_Granular_IsoForest.ipynb
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3_IsoForest_Without_1st_30secs.ipynb
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4_IsoForest_Without_1st_30secs_10secs_Window.ipynb
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5_Deep_IForest_PoC.ipynb
5_Deep_IForest_PoC.ipynb
 
 
6_Deep_IForest_attempt2_scale_per_row.ipynb
6_Deep_IForest_attempt2_scale_per_row.ipynb
 
 
7_Deep_IForest_attempt3_narrow_time_window_50_200.ipynb
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8_Deep_IForest_attempt4_narrow_time_window_80_150.ipynb
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9_Deep_IForest_attempt5_grid_search.ipynb
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README.md
README.md
 
 
vacuum_sensor_data.csv
vacuum_sensor_data.csv
 
 

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Anomaly_Detection_In_Manufacturing_Process

anomaly detection in real life time series sensor data

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anomaly detection in real life time series sensor data

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