Metadata-Version: 2.1
Name: pykernellogit
Version: 0.1.6
Summary: Maximum likelihood estimation of conditional logit models          using Kernel Logistic Regression (KLR)
Home-page: https://github.com/JoseAngelMartinB/PyKernelLogit
Author: José Ángel Martín Baos
Author-email: JoseAngel.Martin@uclm.es
License: BSD License
Keywords: conditional logit discrete choice econometrics KLR kernel         logistic regression machine learning
Platform: UNKNOWN
Classifier: Development Status :: 3 - Alpha
Classifier: Environment :: Console
Classifier: Intended Audience :: Science/Research
Classifier: Intended Audience :: End Users/Desktop
Classifier: Intended Audience :: Developers
Classifier: Topic :: Scientific/Engineering
Classifier: License :: OSI Approved :: BSD License
Classifier: Programming Language :: Python :: 2
Classifier: Programming Language :: Python :: 2.7
Classifier: Programming Language :: Python :: 3.4
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Requires-Dist: pandas (>=0.16.2)
Requires-Dist: numpy (>=1.10.2)
Requires-Dist: scipy (>=0.16.1)
Requires-Dist: future (>=0.16)
Requires-Dist: statsmodels (>=0.6.1)
Requires-Dist: tqdm (>=4.15.0)
Requires-Dist: scikit-learn (>=0.19.0)
Requires-Dist: tqdm (>=4.20.0)

PyKernelLogit
===============

What is PyKernelLogit
*********************
PyKernelLogit is a Python package for performing maximum likelihood estimation
of conditional logit models and similar discrete choice models based on the
Python package PyLogit. This package extends the functionalities of PyLogit to
provide some functionalities that allows to estimate discrete choice models
based on Kernel Logistic Regression (KLR). Moreover, this package provides some
functions to estimate indicators such as the Willingness to Pay (WTP) for the
KLR models.


Installation
*********************
PyKernelLogit is available for its installation on the Python Package Index at:
https://pypi.org/project/pykernellogit/.


Authors
*********************
PyKernelLogit was developed by José Ángel Martín Baos from the University of
Castilla-La Mancha (JoseAngel.Martin@uclm.es) based on the package PyLogit 
(https://github.com/timothyb0912/pylogit)
developed by Timothy Brathwaite.

License
*********************
Modified BSD (3-clause)


