This is a pre-production deployment of Warehouse, however changes made here WILL affect the production instance of PyPI.
Latest Version Dependencies status unknown Test status unknown Test coverage unknown
Project Description

Usage

import cwru
data = cwru.CWRU("12DriveEndFault", "1797", 384)

Then, you can use data.X_train, data.y_train, data.X_test, data.y_test, data.labels, data.nclasses to train and evaluate your data driven fault diagnostic algrithms.

Not have a local copy of CWRU Bearing data on your machine? Don’t be worry, These .mat files required by your code will be automatically downloaded from Case Western Reserve University Bearing Data Center, renamed properly with their corresponding class, stored in ~/Datasets/CWRU directory to avoid downloading in future.

Arguments

The constructor of class cwru.CWRU has three arguments:

  • exp: experiment, supporting "12DriveEndFault", "12FanEndFault", "48DriveEndFault"
  • rpm: rpm during testing
  • length: length of the signal slice, namely X_train.shape[1]

Install

Install by pip:

$ pip install –user cwru

Or install manually:

$ python setup.py install

Test

You can run unit test by:

$ python -m unittest discover
Release History

Release History

0.2

This version

History Node

TODO: Figure out how to actually get changelog content.

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0.1

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Download Files

Download Files

TODO: Brief introduction on what you do with files - including link to relevant help section.

File Name & Checksum SHA256 Checksum Help Version File Type Upload Date
cwru-0.2.tar.gz (4.2 kB) Copy SHA256 Checksum SHA256 Source Jun 10, 2016

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