Metadata-Version: 1.1
Name: probfit
Version: 1.1.0
Summary: Distribution Fitting/Regression Library
Home-page: https://github.com/scikit-hep/probfit
Author: Piti Ongmongkolkul
Author-email: piti118@gmail.com
License: UNKNOWN
Description: 
        
        probfit
        -------
        
        *probfit* is a set of functions that helps you construct a complex fit. It's
        intended to be used with `iminuit <http://iminuit.readthedocs.org/>`_. The
        tool includes Binned/Unbinned Likelihood estimator, :math:`\chi^2` regression,
        Binned :math:`\chi^2` estimator and Simultaneous fit estimator.
        Various functors for manipulating PDF such as Normalization and
        Convolution(with caching) and various builtin functions
        normally used in B physics is also provided.
        
        .. code-block:: python
        
            import numpy as np
            from iminuit import Minuit
            from probfit import UnbinnedLH, gaussian
            data = np.random.randn(10000)
            unbinned_likelihood = UnbinnedLH(gaussian, data)
            minuit = Minuit(unbinned_likelihood, mean=0.1, sigma=1.1)
            minuit.migrad()
            unbinned_likelihood.draw(minuit)
        
        
        * `MIT <http://opensource.org/licenses/MIT>`_ license (open source)
        * `Documentation <http://probfit.readthedocs.org/>`_
        * The tutorial is an IPython notebook that you can view online
          `here <http://nbviewer.ipython.org/urls/raw.github.com/scikit-hep/probfit/master/tutorial/tutorial.ipynb>`_.
          To run it locally: `cd tutorial; ipython notebook --pylab=inline tutorial.ipynb`.
        * Dependencies:
           - `iminuit <http://iminuit.readthedocs.org/>`_
           - `numpy <http://www.numpy.org/>`_
           - `matplotlib <http://matplotlib.org/>`_ (optional, for plotting)
        * Developing probfit: see the `development page <http://probfit.readthedocs.io/en/latest/development.html>`_
        
Platform: UNKNOWN
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 2.7
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.4
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Classifier: Topic :: Scientific/Engineering :: Physics
Classifier: Topic :: Scientific/Engineering :: Mathematics
Classifier: Intended Audience :: Science/Research
Classifier: Development Status :: 4 - Beta
Classifier: License :: OSI Approved :: MIT License
