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bibat-0.1.4
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مشاهده بیشترتوضیحات
Batteries-included Bayesian analysis template
| ویژگی | مقدار |
|---|---|
| سیستم عامل | - |
| نام فایل | bibat-0.1.4 |
| نام | bibat |
| نسخه کتابخانه | 0.1.4 |
| نگهدارنده | [] |
| ایمیل نگهدارنده | [] |
| نویسنده | - |
| ایمیل نویسنده | Teddy Groves <tedgro@dtu.dk> |
| آدرس صفحه اصلی | - |
| آدرس اینترنتی | https://pypi.org/project/bibat/ |
| مجوز | GNU General Public License version 3 |
====================================================
Bibat: Batteries-Included Bayesian Analysis Template
====================================================
.. image:: https://zenodo.org/badge/344553551.svg
:target: https://zenodo.org/badge/latestdoi/344553551
.. image:: https://readthedocs.org/projects/bibat/badge/?version=latest
:target: https://bibat.readthedocs.io/en/latest/?badge=latest
:alt: Documentation Status
.. image:: https://github.com/teddygroves/bibat/actions/workflows/run_tox.yml/badge.svg
:target: https://github.com/teddygroves/bibat/actions/workflows/run_tox.yml
:alt: Test
.. image:: https://github.com/teddygroves/bibat/actions/workflows/test_end_to_end.yml/badge.svg
:target: https://github.com/teddygroves/bibat/actions/workflows/test_end_to_end.yml
:alt: Test
.. image:: https://www.repostatus.org/badges/latest/active.svg
:alt: Project Status: Active – The project has reached a stable, usable state and is being actively developed.
:target: https://www.repostatus.org/#active
.. image:: https://img.shields.io/badge/python->=3.9-blue.svg
:alt: Supported Python versions: 3.9 and newer
:target: https://www.python.org/
.. image:: https://badge.fury.io/py/bibat.svg
:target: https://badge.fury.io/py/bibat
Bibat is a Python package providing a flexible interactive template for Bayesian
statistical analysis projects.
It aims to make it easier to create software projects that implement a Bayesian
workflow that scales to arbitrarily many inter-related statistical models, data
transformations, inferences and computations. Bibat also aims to promote
software quality by providing a modular, automated and reproducible project that
takes advantage of and integrates together the most up to date statistical
software.
Bibat comes with "batteries included" in the sense that it creates a working
example project, which the user can adapt so that it implements their desired
analysis. We believe this style of template makes for better usability and
easier testing of Bayesian workflow projects compared with the alternative
approach of providing an incomplete skeleton project.
Documentation
=============
Check out bibat's documentation at `https://bibat.readthedocs.io
<https://bibat.readthedocs.io>`_.
In particular, you may find it useful to have a look at `this vignette
<https://bibat.readthedocs.io/en/latest/_static/report.html>`_ that
demonstrates, step by step, how to use bibat to implement a complex statistical
analysis.
Quick Start
===========
You can try out bibat like this (make sure you are in a Python environment where
you would like to install bibat and `its dependencies
<https://github.com/teddygroves/bibat/blob/main/setup.cfg#L28>`_):
.. code:: sh
$ pip install bibat
$ bibat
After following the wizard's instructions, you should now have a new directory
implementing a simple statistical analysis. To try it out, run the following
command from the root of the new directory:
.. code:: sh
$ make analysis
To install the latest version from github:
.. code:: sh
$ pip install git+https://github.com/teddygroves/bibat.git@main
Citation information
====================
If you would like to cite bibat using bibtex please use the following format:
.. code:: sh
@software{bibat,
doi = {10.5281/zenodo.7775328},
url = {https://github.com/teddygroves/bibat},
year = {2023},
author = {Teddy Groves},
title = {Bibat: batteries-included Bayesian analysis template},
}
نیازمندی
| مقدار | نام |
|---|---|
| >=20 | pip |
| - | cookiecutter |
| - | click |
| - | pydantic |
| - | black |
| - | isort |
| - | pytest |
| - | tox |
| - | sphinx |
| - | sphinx-click |
| - | pydata-sphinx-theme |
زبان مورد نیاز
| مقدار | نام |
|---|---|
| >=3.9 | Python |
نحوه نصب
نصب پکیج whl bibat-0.1.4:
pip install bibat-0.1.4.whl
نصب پکیج tar.gz bibat-0.1.4:
pip install bibat-0.1.4.tar.gz