Metadata-Version: 2.1
Name: hbayesdm
Version: 1.1.1a3
Summary: Python interface for hBayesDM, hierarchical Bayesian modeling of RL-DM tasks
Home-page: https://github.com/CCS-Lab/hBayesDM
Author: hBayesDM Developers
Author-email: hbayesdm-users@googlegroups.com
License: GPLv3
Description: hBayesDM
        ========
        
        This is the Python version of *hBayesDM* (hierarchical Bayesian modeling of
        Decision-Making tasks), a user-friendly package that offers hierarchical
        Bayesian analysis of various computational models on an array of
        decision-making tasks. *hBayesDM* in Python uses `PyStan`_ (Python interface for
        `Stan`_) for Bayesian inference.
        
        .. _PyStan: https://github.com/stan-dev/pystan
        .. _Stan: http://mc-stan.org/
        
        It supports Python 3.5 or higher versions and requires several packages including:
        `NumPy`_, `SciPy`_, `Pandas`_, `PyStan`_, `Matplotlib`_, and `ArviZ`_.
        
        .. _NumPy: https://www.numpy.org/
        .. _SciPy: https://www.scipy.org/
        .. _Pandas: https://pandas.pydata.org/
        .. _Matplotlib: https://matplotlib.org/
        .. _ArviZ: https://arviz-devs.github.io/arviz/
        
        - **Documentation**: http://hbayesdm.readthedocs.io/
        
        Installation
        ------------
        
        You can install hBayesDM from PyPI with the following line:
        
        .. code:: bash
        
           pip install hbayesdm  # Install using pip
        
        If you want to install from source (by cloning from GitHub):
        
        .. code:: bash
        
           git clone https://github.com/CCS-Lab/hBayesDM.git
           cd hBayesDM
           cd Python
        
           python setup.py install  # Install from source
        
        Citation
        --------
        
        If you used hBayesDM or some of its codes for your research, please cite `this paper`_:
        
        .. _this paper: https://www.mitpressjournals.org/doi/full/10.1162/CPSY_a_00002
        
        .. code:: bibtex
        
           @article{hBayesDM,
             title = {Revealing Neurocomputational Mechanisms of Reinforcement Learning and Decision-Making With the {hBayesDM} Package},
             author = {Ahn, Woo-Young and Haines, Nathaniel and Zhang, Lei},
             journal = {Computational Psychiatry},
             year = {2017},
             volume = {1},
             pages = {24--57},
             publisher = {MIT Press},
             url = {doi:10.1162/CPSY_a_00002},
           }
        
Platform: UNKNOWN
Classifier: Environment :: Console
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: GNU General Public License v3 (GPLv3)
Classifier: Operating System :: OS Independent
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
Requires-Python: >=3.5
Description-Content-Type: text/x-rst
