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