---
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