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.

It supports Python 3.5 or higher versions and requires several packages including: NumPy, SciPy, Pandas, PyStan, Matplotlib, and ArviZ.

Documentation: http://hbayesdm.readthedocs.io/

Installation

You can install hBayesDM from PyPI with the following line:

pip install hbayesdm  # Install using pip

If you want to install from source (by cloning from GitHub):

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:

@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},
}

Metadata

Release files for hbayesdm 1.1.1

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for hbayesdm 1.1.1
File	Size	Uploaded
hbayesdm-1.1.1.tar.gz	387.7 kB	May 10, 2021	Details

Release files / hbayesdm-1.1.1.tar.gz

Download URL	hbayesdm-1.1.1.tar.gz
Size	387.7 kB
Tags	Source
SHA-256 checksum How to use checksums	`e3d69b347d66b0d4630230fc42f4ef39496883af499ec893eac9ab3041c67f2a`
BLAKE2b-256 checksum How to use checksums	`875ab6bfbe89088bfa4f5a8690f15f57071b5c34f576d492b10eedd31b355774`
Upload date	May 10, 2021
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/3.4.1 importlib_metadata/3.10.1 pkginfo/1.7.0 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.60.0 CPython/3.8.6`