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--- |
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dataset_info: |
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features: |
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- name: channel |
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dtype: string |
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- name: signal |
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sequence: float64 |
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- name: signal_length |
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dtype: int64 |
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- name: speed |
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dtype: float64 |
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- name: motor_load |
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dtype: float64 |
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- name: label |
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dtype: string |
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- name: key |
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|
dtype: string |
|
|
- name: sampling_frequency |
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dtype: float64 |
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splits: |
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- name: train |
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|
num_bytes: 27177406 |
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|
num_examples: 8 |
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|
- name: test |
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|
num_bytes: 58514604 |
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|
num_examples: 60 |
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download_size: 21186837 |
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dataset_size: 85692010 |
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configs: |
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- config_name: default |
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data_files: |
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- split: train |
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path: data/train-* |
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- split: test |
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path: data/test-* |
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language: |
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- en |
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tags: |
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- bearing |
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- fault-diagnosis |
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- vibration |
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- anomaly-detection |
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pretty_name: CWRU bearing dataset |
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--- |
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## Implementation |
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This dataset has been implemented in this anomaly detection project: |
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https://github.com/alidi24/autoencoder-based-anomaly-detection |
