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timeseries-anomaly-detection

Tabular Regression
TF-Keras
TensorBoard
time-series
anomaly-detection
Model card Files Metrics Community
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remeajayi commited on
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Add model

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Files changed (12) hide show
  1. .gitattributes +3 -0
  2. README.md +69 -0
  3. history.json +64 -0
  4. keras_metadata.pb +3 -0
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  9. model.png +3 -0
  10. saved_model.pb +3 -0
  11. variables/variables.data-00000-of-00001 +3 -0
  12. variables/variables.index +3 -0
.gitattributes CHANGED
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README.md ADDED
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+ ---
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+ library_name: keras
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+ tags:
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+ - structured-data-classification
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+ - timeseries
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+ - anomaly-detection
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+ ---
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - optimizer: {'name': 'Adam', 'learning_rate': 0.001, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
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+ - training_precision: float32
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+
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+ ## Training Metrics
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+
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+ | Epochs | Train Loss | Validation Loss |
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+ |--- |--- |--- |
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+ | 1| 0.011| 0.014|
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+ | 2| 0.011| 0.015|
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+ | 3| 0.01| 0.012|
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+ | 4| 0.01| 0.013|
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+ | 27| 0.006| 0.008|
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+ | 28| 0.006| 0.009|
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+ | 29| 0.006| 0.008|
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+ ## Model Plot
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+
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+ <details>
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+ <summary>View Model Plot</summary>
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+
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+ ![Model Image](./model.png)
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+
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+ </details>
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