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LGPL-3.0

Platform Platform License

pyminer

开源、友好、跨平台的数据分析解决方案

pyminer 是一款基于Python的开源、跨平台数据分析环境。它以方便Python初学者为己任,在Python的知识理论和工作实践之间搭建桥梁,竭诚为初学者服务。

它开箱即用,大大减少配置解释器环境的繁琐性。不仅提供了编程运行的功能,还能够以交互式的形式进行常见的数据分析操作,减少代码编写和文档查阅的时间。

🎉 有关近期事项的说明(2022年6月)

目前PyMiner组织的成员,正在做以下事情:

  • 支持Ligral仿真语言的开发
  • 开发基于网页的、图形化的仿真系统,方便用户使用

我们的工作内容涉及如下两个仓库:

此仿真系统类似于Simulink,可以实现控制仿真等功能,效果如下图所示:

我们转变方向的核心原因是,我们最终发现数据处理平台已有众多成熟的解决方案,而科学计算软件内置的算法才是最重要的价值所在。在一系列算法工具箱中, 最为重要的功能当属 Simulink,它被广泛用于控制系统仿真,在工业界、学术界有着几乎不可撼动的地位。

同为PyMiner核心开发者的 junruoyu-zheng 开发了基于C#的Ligral,这样便有了核心算法程序。如果有一个用户友好的界面,便可以让更多的人来认识Ligral。 这也是我们发起网页版仿真系统的初衷。

🎉 技术说明

  • pyminer 的官方发行版本为Python3.8+PySide2-5.15.2。开发者可自行使用其他版本的Python解释器配置相关环境。

  • pyminer 曾经由PyQt5开发。但考虑到官方支持以及许可证的类型,我们已经迁移到了PySide2并改变许可证为LGPL。请勿使用PyQt5安装。

  • 当使用Python3.8配置环境时,不支持3.8.0等低版本的Python3.8解释器。当使用Python3.8时,请使用3.8.5或者更高版本的解释器。

  • 如果使用出现问题,欢迎提issue。

🚄 开源地址

🥂 安装体验

发行版下载(仅Windows系统)

我们为Windows系统的用户提供了发行版的下载链接,你可以在我们的官网中下载发行版即刻体验。对于Mac OS和Linux系统的用户,暂时不提供发行版,可以参阅“开发者自行安装”一节。

官网链接:http://www.pyminer.com

开发者自行安装(适合Windows、Mac OS以及各大Linux发行版)

安装前准备:

  1. 确认你的Python解释器版本。pyminer支持3.5~3.9。
    • 当使用Python3.8.x时,建议x>=5,也就是使用Python3.8.5及以上版本,否则安装PySide2可能遇到问题
    • 3.5.x/3.6.x/3.7.x/3.9.x下,由于开发人员不足,未进行充分测试。为稳定起见,建议解释器版本x>=5。
  2. 建议新建全新的虚拟环境,尤其是当旧的虚拟环境中存在其他依赖于PyQt/PySide2的程序时。pyminer与这些程序可能发生依赖冲突。

Windows安装 pyminer

第一步:安装python 3.8或以上版本 第二步:安装pyminer


pip install pyminer

🥂 加入我们

作者:pyminer Development Team
邮箱:team@pyminer.com

欢迎各位开发者大佬加入

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简介

pyminer 是一款基于Python的开源、跨平台数据处理计算解决方案,通过加载各种插件实现不同的需求,用易于操作的形式,在统一的界面中,通过数据计算实现用户所设想的任务。 展开 收起
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