Metadata-Version: 2.1
Name: scikit-multiflow
Version: 0.5.0
Summary: A machine learning framework for multi-output/multi-label and stream data.
Home-page: https://scikit-multiflow.github.io/
Maintainer: Jacob Montiel
Maintainer-email: 
License: 3-Clause BSD
Download-URL: https://pypi.org/project/scikit-multiflow/#files
Project-URL: Travis CI, https://travis-ci.org/scikit-multiflow/scikit-multiflow
Project-URL: Documentation, https://scikit-multiflow.github.io/scikit-multiflow/
Project-URL: Source code, https://github.com/scikit-multiflow/scikit-multiflow
Description: <img src="docs/_static/images/skmultiflow-logo-wide.png" width="600"/>
        
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        A machine learning framework for multi-output/multi-label and stream data.
        Inspired by [MOA](https://moa.cms.waikato.ac.nz/) and [MEKA](http://meka.sourceforge.net/),
         following [scikit-learn](http://scikit-learn.org/stable/)'s philosophy.
        
        * [Webpage](https://scikit-multiflow.github.io/)
        * [Documentation](https://scikit-multiflow.github.io/scikit-multiflow/)
        * [Users Group](https://groups.google.com/forum/#!forum/scikit-multiflow-users)
        
        ### matplotlib backend considerations
        * You may need to change your matplotlib backend, because not all backends work
        in all machines.
        * If this is the case you need to check
        [matplotlib's configuration](https://matplotlib.org/users/customizing.html).
        In the matplotlibrc file you will need to change the line:  
            ```
            backend     : Qt5Agg  
            ```
            to:  
            ```
            backend     : another backend that works on your machine
            ```  
        * The Qt5Agg backend should work with most machines, but a change may be needed.
        
        #### Jupyter Notebooks
        In order to display plots from `scikit-multiflow` within a [Jupyter Notebook]() we need to define the proper mathplotlib
        backend to use. This is done via a magic command at the beginning of the Notebook:
        
        ```python
        %matplotlib notebook
        ```
        
        [JupyterLab](http://jupyterlab.readthedocs.io/en/stable/) is the next-generation user interface for Jupyter, currently
        in beta, it can display interactive plots with some caveats. If you use JupyterLab then the current solution is to use
        the [jupyter-matplotlib](https://github.com/matplotlib/jupyter-matplotlib) extension:
        
        ```python
        %matplotlib widget
        ```
        
        ### Citing `scikit-multiflow`
        
        If you want to cite `scikit-multiflow` in a scientific publication, please use the following Bibtex entry:
        ```bibtex
        @article{skmultiflow,
          author  = {Jacob Montiel and Jesse Read and Albert Bifet and Talel Abdessalem},
          title   = {Scikit-Multiflow: A Multi-output Streaming Framework },
          journal = {Journal of Machine Learning Research},
          year    = {2018},
          volume  = {19},
          number  = {72},
          pages   = {1-5},
          url     = {http://jmlr.org/papers/v19/18-251.html}
        }
        ```
        
Platform: UNKNOWN
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: Programming Language :: C
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Topic :: Scientific/Engineering
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Software Development
Classifier: License :: OSI Approved :: BSD License
Classifier: Operating System :: POSIX
Classifier: Operating System :: Unix
Classifier: Operating System :: MacOS
Classifier: Operating System :: Microsoft :: Windows
Requires-Python: >=3.5
Description-Content-Type: text/markdown
