PyMC项目中的HMC和NUTS的轻量级和高性能实现。
littlemcmc的Python项目详细描述
Warning:
littlemcmc
is still in pre-release and under development. Most notably, behavior is unstable in Jupyter notebooks - for best results and support, please uselittlemcmc
in Python scripts. Please consult our GitHub issues.
littlemcmc /lɪtəl ɛm si ɛm si/ noun
A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project. Not to be confused with minimc.
安装
可以使用pip
从PyPI安装最新版本的littlemcc:
pip install littlemcmc
littlemcc当前的开发分支可以直接从
GitHub,也使用pip
:
贡献者
littlemcc由George Ho开发。一份完整的名单 关于贡献者,请参见GitHub contributor graph。在
许可证
littlemcc是从the PyMC3 and PyMC4 projects修改而来的,它们都分布在 Apache-2.0许可证。两个项目的许可证文件的副本将被分发 带着利特尔麦克。PyMC的所有修改都分布在an identical Apache-2.0 license下。在
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