https://github.com/afraniomelo/pmpca
PCA for multivariate statistical process monitoring.
https://github.com/afraniomelo/pmpca
abnormality-detection anomaly-detection dimensionality-reduction fault-detection pca pca-analysis
Last synced: about 1 year ago
JSON representation
PCA for multivariate statistical process monitoring.
- Host: GitHub
- URL: https://github.com/afraniomelo/pmpca
- Owner: afraniomelo
- License: mit
- Created: 2022-08-19T23:40:44.000Z (almost 4 years ago)
- Default Branch: main
- Last Pushed: 2022-08-20T00:31:52.000Z (almost 4 years ago)
- Last Synced: 2025-03-17T18:05:19.253Z (over 1 year ago)
- Topics: abnormality-detection, anomaly-detection, dimensionality-reduction, fault-detection, pca, pca-analysis
- Language: Python
- Homepage:
- Size: 4.88 KB
- Stars: 0
- Watchers: 1
- Forks: 3
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# pmPCA: process monitoring PCA
`pmPCA` is a small Python package that provides a PCA model for fault detection and diagnosis.
## Installation
`pm-pca` can be installed with pip:
```
pip install pmpca
```