Metadata-Version: 2.1
Name: cpfinder
Version: 0.1.2
Summary: Online changepoint detection for python
Home-page: https://github.com/iboraham/online_changepoint_detector
Author: Ibrahim Onur Serbetci
Author-email: ionurserbetci@gmail.com
License: MIT
Download-URL: https://github.com/iboraham/online_changepoint_detector/archive/v_01.tar.gz
Description: <h1 align="center">Welcome to CPFinder 👋</h1>
        <p>
          <img alt="Version" src="https://img.shields.io/badge/version-0.1-blue.svg?cacheSeconds=2592000" />
          <a href="https://github.com/iboraham/online_changepoint_detector/tree/master/docs" target="_blank">
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          </a>
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            <img alt="License: MIT" src="https://img.shields.io/badge/License-MIT-yellow.svg" />
          </a>
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        </p>
        
        > Online changepoint detection for python
        
        ### 🏠 [Homepage](https://github.com/iboraham/online_changepoint_detector)
        
        ### ✨ [Demo](https://github.com/iboraham/online_changepoint_detector/blob/master/assets/preview.gif?raw=true)
        
        ![Demo](https://github.com/iboraham/online_changepoint_detector/blob/master/assets/preview.gif?raw=true)
        
        ## Install
        
        ```sh
        pip install cpfinder
        ```
        
        ## Usage
        
        ```sh
        python example.py
        
         ---
        
        # Import libraries
        >> from cpfinder import cpfinder
        >> from cpfinder.datasets import generate_normal_time_series
        
        # Example data
        >> data = generate_normal_time_series(3)
        
        # Changepoint Detection
        >> detector = cpfinder(data=data, method="bocpd")
        >> detector.fit(animationFlag=True, interval=100, plotFlag=False)
        >> print(detector.changepoints)
        
        '''
        [171, 1538]
        '''
        
        # You can save animation as gif
        >> detector.saveAnimationVideo("assets/animation.gif")
        ```
        
        ## Run tests
        
        ```sh
        python tests
        ```
        
        ## Author
        
        👤 **I.Onur Serbetci**
        
        - Website: kaggle.com/onurserbetci
        - Twitter: [@iboraham](https://twitter.com/iboraham)
        - Github: [@iboraham](https://github.com/iboraham)
        - LinkedIn: [@ionur-serbetci](https://linkedin.com/in/ionur-serbetci)
        
        ## 🤝 Contributing
        
        Contributions, issues and feature requests are welcome!<br />Feel free to check [issues page](https://github.com/iboraham/online_changepoint_detector/issues).
        
        ## Show your support
        
        Give a ⭐️ if this project helped you!
        
        <a href="https://www.patreon.com/iboraham">
          <img src="https://c5.patreon.com/external/logo/become_a_patron_button@2x.png" width="160">
        </a>
        
        ## 📝 License
        
        Copyright © 2021 [I.Onur Serbetci](https://github.com/iboraham).<br />
        This project is [MIT](https://raw.githubusercontent.com/iboraham/online_changepoint_detector/master/LICENSE) licensed.
        
        ---
        
        _This README was generated with ❤️ by [readme-md-generator](https://github.com/kefranabg/readme-md-generator)_
        
Keywords: online changepoint detection,changepoint detection,rulsif,bayesian
Platform: UNKNOWN
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: Topic :: Software Development :: Build Tools
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.4
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Description-Content-Type: text/markdown
