Metadata-Version: 2.1
Name: roufcp
Version: 0.1
Summary: A python package for detecting gradual changepoint using Fuzzy Rough CP (roufCP)
Home-page: https://github.com/subroy13/roufcp
Author: Subhrajyoty Roy
Author-email: subhrajyotyroy@gmail.com
License: MIT
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Classifier: Intended Audience :: Science/Research
Classifier: Topic :: Scientific/Engineering
Requires-Python: >=3.8
Description-Content-Type: text/markdown
Requires-Dist: numpy
Requires-Dist: scipy
Requires-Dist: statsmodels

# roufcp - Rough Fuzzy Changepoint Detection

Gradual Change-Point Detection Library based on Rough Fuzzy Changepoint Detection algorithm `roufcp`.

## Usage

```
>> import numpy as np
>> from roufcp import roufCP
>> X = np.concatenate([np.ones(20) * 5, np.zeros(20), np.ones(20) * 10]) + np.random.randn(60)
>> roufCP(delta = 3, w = 3).fit(X, moving_window = 10, k = 2)

```


## Authors & Contributors

* Subhrajyoty Roy - https://subroy13.github.io/
* Ritwik Bhaduri - https://github.com/Ritwik-Bhaduri
* Sankar Kumar Pal - https://www.isical.ac.in/~sankar/


## License

This code is licensed under MIT License.


